Post-doctoral fellow (2021)
Last Known Position: Research Scientist, American Express AI Lab, Bengaluru
Post-doctoral fellow (2022)
Last Known Position: Research Scientist, Robert Bosch Centre for Data Science and AI, IIT Madras
PhD (2008)
Last Known Position: Ericsson Research, Chennai
Thesis Title: Ontology-Based Retrieval and Automatic Summarization of Legal Judgments
PhD (2015) (BT, Jointly with Prof. V. Srinivasa Chakravarthy)
Last Known Position: Faculty, Indian Institute of Technology, Kanpur
Thesis Title: A Risk Based Decision Making Model Combining the Functions of Dopamine and Serotonin in the Basal Ganglia
PhD (2020) (IIT Kgp, Jointly with Prof. Pabitra Mitra)
Last Known Position: Research Engineer, Google Research, Bengaluru
Thesis Title: Reinforcement Learning for Safe and Efficient Planning in Autonomous Driving
PhD (2022) (Jointly with Manikandan Narayanan) (Intel India Research Fellow)
Last Known Position: ML Specialist, HP
Thesis Title: Rich Graph Structures: Algorithms and Applications
PhD (2022) (Winner, IBM Best CSE Thesis Award, IIT Madras)
Last Known Position: Research Scientist, Google Research, Bengaluru
Thesis Title: Encode-Attend-Refine-Decode: Enriching Contextual Representations for Natural Language Generation
PhD (2022) (IITG, Jointly with Ranbir Singh and Diganta Goswamy)
Last Known Position: Research Scientist, Eli Lilly
Thesis Title: Structure-Aware Network Representation Learning on Graphs
PhD (2022) (Part time)
Last Known Position: Director, Data Science [24]7.ai, San Francisco, USA.
Thesis Title: Interpretability using Compact Models
PhD (2023) (Jointly with M. Manivannan, AM)
Last Known Position: Data Scientist, GAIA, Ericsson
Thesis Title: Enabling Realistic and Quantified User Interfaces in Virtual Reality
MS (2007)
Thesis Title: Automated Spatio-Temporal Abstraction in Reinforcement Learning
MS (2007)
Last Known Position: PhD, QUT
Thesis Title: Distributed Algorithms for Hierarchical Area Coverage Using Teams of Homogeneous Robots
MS (2007) (Winner, 2008 Biswajit Sain Memorial Award for Best MS Thesis in Computer Science, IIT Madras)
Last Known Position: Cloud & Information Services Lab, Microsoft, Redmond
Thesis Title: Abstraction using Symmetries in Markov Decision Processes
MS (2007)
Last Known Position: Chelsio Communications, Bengaluru
Thesis Title: Intelligent Tutoring System using Reinforcement Learning
MS (2007) (Jointly with Prof. Koshy Varghese, CE, IITM)
Last Known Position: Oracle, Hyderabad
Thesis Title: Image Modeling using Hierarchical Conditional Random Fields
MS (2009) (External) (Jointly with Dr. Dipti Deodhare, CAIR)
Last Known Position: Assistant Professor, Illinois Institute of Technology
Thesis Title: Using Semantics in Document Representation: A Lexical Chains Approach
MS (2010) (IIIT Hyderabad)
Last Known Position: Jointly with Dr. Madhava Krishna
Thesis Title: A Markov Decision Process (MDP) framework for active localization
MS (2011)
Last Known Position: Nvidia, Bengaluru
Thesis Title: Visual Object detection using Frequent Pattern Mining
MS (2012) (Joint-Winner, 2013 Biswajit Sain Memorial Award for Best MS Thesis in Computer Science, IIT Madras)
Last Known Position: PhD, University of Melbourne, Australia
Thesis Title: Multi-view based Approaches for Collective Learning and Retrieval Tasks
MS (2012) (External, SETS)
Last Known Position: Boeing, Bengaluru
Thesis Title: A Systems Approach to Network Modelling for DDoS Attack Detection using Naive Bayes Classifier
MS (2012)
Last Known Position: PhD, George Mason University, Virginia, USA
Thesis Title: A Hierarchical Markov Logic Based Framework for Reasoning with Incomplete Visual Evidence
MS (2013)
Last Known Position: Hitech Robotics Systemz Ltd., Bengaluru
Thesis Title: Beyond Rewards: Learning from Richer Supervision
MS (2014)
Last Known Position: Cisco Systems, Bengaluru
Thesis Title: Sequence Modelling to Detect Network Intrusions
MS (2014) (Jointly with Dr. Sutanu Chakraborti)
Last Known Position: Goldman Sachs, New York
Thesis Title: Complexity Guided Feature Weighting, Confidence Augmented Prediction and Visualization for Case based Reasoning Systems
MS (2015)
Last Known Position: Amazon, Chennai
Thesis Title: Scalable Community Detection and Centrality Algorithms for Network Analysis
MS (2015) (Jointly with Dr. Sayan Ranu)
Last Known Position: PhD, Ohio State University
Thesis Title: A Scalable Approach to Mining Communication Motifs from Dynamic Networks
MS (2015)
Last Known Position: LinkedIn, Bengaluru
Thesis Title: Epsilon Equitable Partitions based Approach for Role & Positional Analysis of Social Networks
MS (2015) (Winner, 2016 Biswajit Sain Memorial Award for Best MS Thesis in Computer Science, IIT Madras)
Last Known Position: Faculty, Montreal Polytechnic and Mila, Montreal, Canada
Thesis Title: Correlational Neural Networks for Common Representation Learning
MS (2016)
Last Known Position: Epic, Wisconsin, USA
Thesis Title: Towards an Autonomous Human Inclusive Robot Learning Framework
MS (2016)
Last Known Position: Flipkart, Bengaluru
Thesis Title: Scalable Bayesian Factorization Models for Recommender Systems
MS (2017)
Last Known Position: PhD, IIT Bombay
Thesis Title: A Study of Community Detection Algorithms in Large Networks
MS (2017)
Last Known Position: PhD, McGill University, Montreal, Canada
Thesis Title: Understanding Exploration Strategies in Model Based Reinforcement Learning
MS (2017)
Last Known Position: SAP Labs, Bengaluru
Thesis Title: Browsing Behaviour Modeling using Clickstreams
MS (2018) (ID) (Jointly with Nandan Sudarsanam, DoMS)
Last Known Position: PhD, UMass Amherst
Thesis Title: Finite-time Analysis of Frequentist Strategies for Multi-armed Bandits
MS (2018) (BT) (Jointly with Karthik Raman)
Last Known Position: Daimler Financial Services, Suttgart, Germany
Thesis Title: Machine Learning Approaches to Predict Essential Genes
MS (2018) (ED) (Jointly with T. Asokan)
Last Known Position: Schlumberger, Pune
Thesis Title: Geometrical Methods for Constructing 2D and 3D Maps using Single Perspective Image for Mobile Robot Path Planning
MS (2019) (ID, EE) (Jointly with Radhakrishna Ganti, EE)
Last Known Position: PhD, Texas A&M University, USA
Thesis Title: On Learning Smooth Policies in Imitation Learning
MS (2019)
Last Known Position: PhD, McGill University, Montreal, Canada
Thesis Title: Designing better Graph Convolutional Networks: Scaling Graph Propagation based Neural Networks for Collective Classification
MS (2019) (Jointly with Mitesh Khapra)
Last Known Position: PhD, University of Edinburgh, UK
Thesis Title: Incorporating External Knowledge in Domain Specific Conversation Systems
MS (2019) (Jointly with Gitakrishnan Ramadurai, CE)
Last Known Position: Verisk Analytics, Hyderabad
Thesis Title: Exploring the Plasticity of Deep Convolutional Neural Networks
MS (2019) (BT) (Jointly with Karthik Raman)
Last Known Position: Microsoft IDC, Hyderabad
Thesis Title: Applications of Community Detection and Link Prediction on Multi-relational Networks
MS (2019) (Jointly with Rupesh Nasre)
Last Known Position: Oracle, Bengaluru
Thesis Title: Distributed Community Detection with the CEIL Score
MS (2020) (Jointly with Sriraam Natarajan, CS, UT Dallas)
Last Known Position: Verisk Analytics, Hyderabad
Thesis Title: Towards Scaling-up Hierarchical Reinforcement Learning
MS (2021) (BT) (Jointly with Karthik Raman)
Last Known Position: Project Officer, RBCDSAI, IIT Madras
Thesis Title: Sequence Neighborhoods Enable Reliable Prediction of Pathogenic Mutations in Cancer Genomes
MS (2021) (Project) (Jointly with Sriraam Natarajan, UT Dallas)
Last Known Position: Amazon, Bengaluru
Thesis Title: Relational Contextual Bandits in Real-World User Interaction
MS (2021) (ID) (Jointly with Shankar Narasimhan, ChE)
Last Known Position: PhD, Purdue University
Thesis Title: Utilizing Spectral Properties of Edges for Multiple Graph/Hypergraph Learning Problems
MS (2022)
Last Known Position: Oracle, India
Thesis Title: Exploring graph neural nets for representation learning: A case study in HMMs
MS (2022) (Jointly with Sarath Chandar, Mila/Montreal Polytechnique)
Last Known Position: PhD, Mila/Montreal Polytechnique
Thesis Title: TAG: Task-based Accumulated Gradients for Lifelong learning
MS (2022) (Jointly with Sudarsan Padmanabhan, HSS)
Last Known Position: PhD, New York University
Thesis Title: Systems and Societal Considerations to Mitigate Discrimination and Foster Inclusion using AI
M. Tech (2005)
Thesis Title: A Survey Of Various Probablistic Markov Models For Document Segmentation
M. Tech (2006)
M. Tech (2006)
Thesis Title: Information Extraction From Seminar Emails Using Hidden Markov Model
M. Tech (2007)
Last Known Position: Microsoft, Redmond
Thesis Title: Communication In Hierarchical Multi-Agent Reinforcement Learning
M. Tech (2007)
Last Known Position: Microsoft, Hyderabad
Thesis Title: A Communication And Positioning Platform for multi-agent systems
M. Tech (2007)
Thesis Title: Extrinsic Evaluation of Text Summarizers
M. Tech (2008) (Nominee, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Last Known Position: Suzlon Power, Pune
Thesis Title: Policy Learning in Partially Observable Environment
M. Tech (2008) (Dual Degree)
Last Known Position: Twitter, Bay Area
Thesis Title: Latent Dirichlet Allocation and Singular Value Decomposition based Multi-Document Summarization
M. Tech (2008) (Nominee, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Last Known Position: inMobi, Bengaluru
Thesis Title: Co-SOFT-Clustering-An Informatic Theoretic Approach To Obtain Overlapping Clusters From Co-occurrence Data
M. Tech (2008) (Dual Degree)
Last Known Position: Financial Programmer, University of New Orleans
Thesis Title: Automated Feature Extraction From Retinal Images To Assist In Early Detection Of Diabetic Retinopathy
M. Tech (2009)
Last Known Position: VizExperts, Bengaluru
Thesis Title: Developmental Learning As Reinforcement Learning
M. Tech (2009)
Last Known Position: @Walmart Labs, Bengaluru
Thesis Title: Active Learning For State Mapping
M. Tech (2009)
Last Known Position: i2 Technologies, Bengaluru
Thesis Title: Interactive Interface To Search Engine
M. Tech (2009) (Nominee, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Last Known Position: IBM T. J. Watson Research Labs, USA
Thesis Title: Positional Analysis of Social Networks
M. Tech (2009)
Last Known Position: Credit Suisse, Pune
Thesis Title: Behavioral Analysis Of Telecomm Consumer
M. Tech (2009) (Dual Degree) (Jointly with Prof. Hema A. Murthy)
Last Known Position: MBA, Indian School of Business, Hyderabad
Thesis Title: Personalized Intelligent Tutoring System Abstract
M. Tech (2010) (Dual Degree, EE)
Last Known Position: Morgan Stanley, Mumbai
Thesis Title: Experiments in Hierarchical Reinforcement Learning
M. Tech (2010) (M.Sc., CMI) (Jointly with Prof. Madhavan Mukund)
Last Known Position: PhD, CMI
Thesis Title: Few algorithms for ascertaining merit of a document and their applications
M. Tech (2010)
Last Known Position: MSIDC, Hyderabad
Thesis Title: Reducing Cache Misses by Data Pre-fetching in a Multi-core Architecture using Hidden Markov Models
M. Tech (2010)
Last Known Position: Deustche Bank, Bengaluru
Thesis Title: Network Sampling using Ego Centric Approach
M. Tech (2010) (Dual Degree)
Last Known Position: ZS Associates, Pune
Thesis Title: Intention Extraction From Microblogs
M. Tech (2010) (Dual Degree) (Joint-Winner, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Last Known Position: Target, USA
Thesis Title: Reducing Markov Decision Processes using Approximate Symmetries Synopsis
M. Tech (2011)
Last Known Position: Postdoctoral Fellow, Cornell Universtiy, USA
Thesis Title: Classification of Execution Intervals of Program/Input pair using Cache Miss and Hidden Markov Model
M. Tech (2011) (Dual Degree)
Last Known Position: MBA, IIM Kolkata
Thesis Title: Parallel Implementations of Origami: A Representative Frequent Subgraph Mining Algorithm
M. Tech (2011)
Thesis Title: Building a Library for Text Processing with Hadoop
M. Tech (2011)
Last Known Position: Intel, Bengaluru
Thesis Title: Autonomous robot localization and navigation using an ensemble of sensors
M. Tech (2011) (Dual Degree)
Thesis Title: Cognitive AI and Reinforcement Learning
M. Tech (2011) (Dual Degree)
Last Known Position: Microsoft IDC, Hyderabad
Thesis Title: Shapley Value based Approach for Selecting Top-k Nodes for Viral Marketing
M. Tech (2012)
M. Tech (2012) (M.Sc., CMI,) (Jointly with Prof. Madhavan Mukund)
Last Known Position: Perspica Networks, Chennai
Thesis Title: Recommender Systems using Constrained Clustering and Contextual Bandits
M. Tech (2012) (Dual Degree)
M. Tech (2012) (Dual Degree)
M. Tech (2012) (Dual Degree)
M. Tech (2012) (Dual Degree)
M. Tech (2012) (Jointly with Dr. Ashish V. Tendulkar, TIFR Mumbai)
Last Known Position: PostDoc, SUTD
Thesis Title: Language Models for Protein Sequence Retrieval
M. Tech (2012) (Jointly with Dr. Ashish V. Tendulkar, TIFR Mumbai)
Last Known Position: Adobe Systems, Bengaluru
Thesis Title: Approximate Entity Matching
M. Tech (2012) (Dual Degree)
Last Known Position: PhD, Stanford University
Thesis Title: Inter-Task Learning with Spatio-Temporal Abstractions
M. Tech (2012) (Dual Degree, EE) (Jointly with Prof. Arvind)
Last Known Position: PhD, University of Michigan, Ann Arbor
Thesis Title: Control of Sample Complexity and Regret in Bandits using Fractional Moments Thesis
M. Tech (2012) (Dual Degree) (Jointly with Prof. Krishna Sivalingam)
Last Known Position: McKinsey, Mumbai
Thesis Title: Coevolution of Structure and Strategy in Small World Graphs
M. Tech (2013)
Last Known Position: Microsoft, Redmond
Thesis Title: Speeding up Community Detection Algorithms in Social Network Analysis
M. Tech (2013)
Last Known Position: PhD, IISc, Bengaluru
Thesis Title: Semi-Supervised Learning for Sentiment Analysis
M. Tech (2013)
Last Known Position: PhD, IIT Madras
Thesis Title: An Approach to Collaborative Filtering using Constrained Clustering and Multi-Armed Bandits
M. Tech (2013)
Last Known Position: MSIDC, Hyderabad
Thesis Title: Reinforcement Learning in RoboCup Soccer
M. Tech (2013) (Dual Degree, AE/AM) (Jointly with Prof. Manivannan, AM)
Last Known Position: PhD, University of Washington
Thesis Title: Hierarchical Decision Making using Spatio-Temporal Abstraction in Reinforcement Learning
M. Tech (2014) (Dual Degree)
Last Known Position: Google, Mountain View
Thesis Title: Approximate Inference in Graphical Models using Convex Relaxations
M. Tech (2014) (Winner, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Thesis Title: Multi-view, Multi-relation Transductive Inferences
M. Tech (2014)
Last Known Position: PhD, INRIA, France
Thesis Title: Studies in Bandit Problems
M. Tech (2014) (Dual Degree)
Last Known Position: Google, Mountain View
Thesis Title: Active Multi-View Learning with Performance Guarantees
M. Tech (2014)
Thesis Title: Novel Applications of Network Centrality Measures
M. Tech (2015) (Dual)
Last Known Position: Google, Mountain View
Thesis Title: Learning with Multi-view Hypergraphs: A Spectral Perspective
M. Tech (2015) (Dual)
Thesis Title: Path Planning in Non-stationary Environments using RRTs
M. Tech (2015) (Dual, BT) (Jointly with Karthik Raman)
Last Known Position: Epic Systems, Wisconsin
Thesis Title: Predicting Essential Genes in Microbes
M. Tech (2015) (Joint Winner, H. N. Mahabala Award for Best M.Tech. Project in Computer Science, IIT Madras)
Last Known Position: Google, Bengaluru
Thesis Title: A Hypergraph approach to Multi-view Multi-relational Learning
M. Tech (2015) (Dual) (Jointly with Prof. Ron Parr, Duke)
Last Known Position: PhD, University of Michigan, Ann Arbor
Thesis Title: Solving for Lipschitz Continuous Value Functions through induced MDPs
M. Tech (2015)
Last Known Position: VISA, Bengaluru
Thesis Title: Alignment of Web Taxonomies using Hierarchical Classification
M. Tech (2016) (Dual) (Jointly with Venkatesh Ramaiyan, EE)
Last Known Position: PhD, CMU
Thesis Title: Centrality and Influence in Signed Social Networks & Hypergraphs
M. Tech (2016) (Dual)
Thesis Title: Hierarchical Reinforcement Learning using Spatio-Temporal Abstractions and Deep Neural Networks
M. Tech (2016) (Dual, EE) (Jointly with Kaushik Mitra)
Last Known Position: PhD, University of Michigan, Ann Arbor
Thesis Title: Facets in Transfer Learning - Across Modalities, and Tasks
M. Tech (2016)
Thesis Title: Network Analytics using Distributed Frameworks
M. Tech (2016) (Dual, BT) (Jointly with Karthik Raman)
Last Known Position: Apple Inc., Paris
Thesis Title: Neighborhood Analysis of Genomic Data
M. Tech (2016) (Dual, ED) (Jointly with Sandipan Bandyopadhyay)
Thesis Title: Motion planning for parallel manipulators using Rapidly Exploring Random Trees
M. Tech (2016)
Last Known Position: Microsoft, Bengaluru
Thesis Title: User Behavior Modelling For Implicit Authentication
M. Tech (2017) (Dual, ME) (Jointly with Prabhu Rajagopal)
Thesis Title: Extraction of Defect features from Infrared Thermographic welding videos using Machine Learning
M. Tech (2017) (Dual, EE) (Jointly with R. Aravind)
Thesis Title: Named Entity Recognition in Noisy Text
M. Tech (2017) (Dual, EE) (Jointly with Venkatesh Ramaiyan)
Last Known Position: CSE, IIT Madras
Thesis Title: Studies in Structural Similarity Measures over Information Networks
M. Tech (2017) (Dual) (Winner, Lakshmi Ravi Award for Best Dual Degree Project in Computer Science, IIT Madras)
Last Known Position: Google, Bengaluru
Thesis Title: Temporal Abstractions and Multi-Task Learning for High Dimensional Visual Control
M. Tech (2017) (Dual)
Thesis Title: Investigations in Deep Reinforcement Learning
M. Tech (2017)
Thesis Title: Embedding on Multi-Relational Attributed Network using Deep Learning Techniques
M. Tech (2017) (Dual, EE) (Jointly with Kaushik Mitra)
Last Known Position: IBM-IRL, Bengaluru
Thesis Title: Learning Language and Expanding Vocabulary Through Reinforcement Learning
M. Tech (2017) (EE) (Jointly with Ramkrishna Pasumarti)
Thesis Title: Reinforcement Learning for Control and Stabilization of Mechanical Systems
M. Tech (2017) (Dual, EE) (Jointly with Kaushik Mitra)
Last Known Position: PhD, UC Berkeley
Thesis Title: Structured Policy Learning: Hierarchies, Temporal Abstractions and Meta-Controllers for Deep Reinforcement Learning
M. Tech (2018) (Dual)
Last Known Position: Samsung R&D, Bengaluru
Thesis Title: Zero-shot Learning for Multi-relational Network Embedding
M. Tech (2018) (BT) (Jointly with Dr. Mathew Joseph, CMC Vellore)
Thesis Title: Artificial Intelligence Enabled Tool for Traumatic Brain Injury Triaging
M. Tech (2018) (Dual)
Last Known Position: IBM Research, Bengaluru
Thesis Title: Action constrained Reinforcement Learning for reasoning using Knowledge Graphs
M. Tech (2018) (Dual)
Last Known Position: Goldman-Sachs, Bengaluru
Thesis Title: Option Learning in Multi-tasking Environment
M. Tech (2018) (Dual, EE) (Jointly with Kaushik Mitra)
Last Known Position: PhD, Purdue University, USA
Thesis Title: Hierarchical Approaches to Reinforcement Learning Using Attention Networks
M. Tech (2018)
Thesis Title: Distributed Network Representation Learning on Apache Spark
M. Tech (2018) (Dual, ED) (Jointly with T. Asokan)
Last Known Position: Intel, Bengaluru
Thesis Title: Design and Implementation of An Improved Reinforcement Learning Algorithm for Robotics
M. Tech (2018) (Dual)
Last Known Position: PhD, Univ. of Alberta, Edmonton, Canada
Thesis Title: Deep Reinforcement Learning: Reliability and Multi-Agent Environments
M. Tech (2019) (Dual, EE) (Jointly with Karthik Raman, BT)
Last Known Position: Daimler, Stuttgart, Germany
Thesis Title: Deep Learning for Network Chemistry and Network Biology
M. Tech (2019) (Dual, ED) (Jointly with Shankar Ram C. S.)
Last Known Position: MS, Oxford University, UK
Thesis Title: Deep Relational and Robust Reinforcement Learning
M. Tech (2019) (Dual)
Last Known Position: PhD, University of Pennsylvania, USA
Thesis Title: Option Discovery and Skill Acquisition in Reinforcement Learning using Successor Representations
M. Tech (2019) (Dual, ED) (Jointly with T. Asokan)
Last Known Position: Facebook AI Research, Mountain View, CA, USA
Thesis Title: Reinforcement Learning based Decision Trees
M. Tech (2019) (Dual)
Thesis Title: Simultaneous Planning and Learning in large MDPs
M. Tech (2019) (Dual)
Last Known Position: MS, CMU, USA
Thesis Title: Reinforcement Learning based Decision Trees
M. Tech (2020) (Jointly with Vivek Kumar, Jackson Laboratories, USA)
M. Tech (2020) (Dual, Robotics)
M. Tech (2020) (Dual, Robotics)
M. Tech (2020) (Dual)
M. Tech (2020) (Winner, Lakshmi Ravi Award for Best Dual Degree Project in Computer Science, IIT Madras)
M. Tech (2020) (Dual, Data Science)
M. Tech (2020) (Jointly with Karthik Raman, BT)
M. Tech (2020) (Dual, Data Science)
M. Tech (2020) (Dual, Data Science)
M. Tech (2020) (Dual, EE)
M. Tech (2021) (Jointly with Himabindu Lakkaraju, HBS)
M. Tech (2021)
M. Tech (2021) (Dual)
M. Tech (2021) (Dual)
M. Tech (2021)
M. Tech (2021)
M. Tech (2021) (Jointly with Vivek Kumar, Jackson Laboratories, USA)
M. Tech (2021) (Jointly with Sarath Chandar, Mila)
M.Tech (2022) (Dual Degree, Robotics) (Jointly with Vivek Kumar, Jackson Laboratories, USA)
M.Tech (2022) (Dual, Data Science) (Jointly with Nirav Pravinbhai Bhatt, BT)
M.Tech (2022) (Dual, Data Science) (Jointly with Karthik Raman, BT)
M.Tech (2022) (Dual, Data Science)
M.Tech (2022) (Dual, Data Science)
M.Tech (2022) (Dual, EE)
B. Tech (2005)
B. Tech (2005)
Last Known Position: Intel Corp., Santa Clara, CA, USA
Thesis Title: Placement And Routing Of 3D-FPGA using Reinforcement Learning and Support Vector Machines
B. Tech (2006)
Last Known Position: Faculty, Rutgers University, NJ, USA
Thesis Title: Image Segmentation using Multiscale Conditional Random Fields
B. Tech (2006)
Thesis Title: Intelligent Tutoring Systems
B. Tech (2006)
Last Known Position: CRISIL, Chennai
Thesis Title: Developing The Functionality And Introducing Control Mechanism To Beam Robots(Scout Walker)
B. Tech (2006)
Last Known Position: Citigroup, Mumbai
Thesis Title: Robot Navigation In Partially Observable Domains
B. Tech (2007)
Last Known Position: Lehman Brothers, Hong Kong
Thesis Title: Information Extraction From Web Discussion Forums
B. Tech (2007) (Exchange Student)
Last Known Position: OpenX, France
B. Tech (2007)
Last Known Position: Credit Suisse, UK
Thesis Title: Personalized Search Using Contextual Dimensions
B. Tech (2007)
Last Known Position: Google, Mountain View, CA, USA
Thesis Title: Models For Prediction Of Retinopathy Of Prematurity
B. Tech (2008)
Last Known Position: Microsoft, Bellevue, WA, USA
B. Tech (2008)
Last Known Position: English Dost, Bengaluru
Thesis Title: Representation Of Tetris As A Reinforcement Learning Problem
B. Tech (2008)
Last Known Position: Morgan Stanley, Mumbai
Thesis Title: Intent Searching By Hierarchical Classification Of Web Content
B. Tech (2008)
Last Known Position: Goldman-Sachs, New York
Thesis Title: Models For Detection Of Keratoconus
B. Tech (2009)
Last Known Position: Zynga, Bengaluru
Thesis Title: Models for Prediction of Angle Closure Glaucoma
B. Tech (2009)
B. Tech (2009) (EE)
Thesis Title: Creation of a Virtual Computer Laboratory using Virtualization
B. Tech (2009)
Last Known Position: IIM, Ahmedabad
Thesis Title: Behavior Analysis Of Telecomm Data Through Social Networks
B. Tech (2010)
Last Known Position: MSIDC, Hyderabad
Thesis Title: Comparative analysis of various Reinforcement Learning techniques
B. Tech (2010)
Last Known Position: Goldman-Sachs, London
Thesis Title: Sentiment analysis of Financial Documents
B. Tech (2011)
Thesis Title: Distributed Methods To Solve Data Mining Algorithms Using MapReduce
B. Tech (2011)
Thesis Title: Distributed Methods for Computing Centrality using Shapley Values
B. Tech (2011)
Last Known Position: IIM, Calcutta
Thesis Title: A Study of Classification Models for Angle Closure Glaucoma using Support Vector Machines
B. Tech (2011)
Last Known Position: Goldman-Sachs, Bengaluru
Thesis Title: A Comparitive Study of Multi-Label learning algorithms on the task of Text Categorisation
B. Tech (2012)
Last Known Position: PhD, New York University, New York
B. Tech (2012) (EP) (Jointly with Dr. Aditi Simha)
Thesis Title: Word Sense Disambiguation using supervised and unsupervised methods based on Lexical Chains
B. Tech (2012)
Last Known Position: Goldman Sachs, Bengaluru
Thesis Title: Performance of Co-Training for Classification of Network Data
B. Tech (2013)
Last Known Position: Twitter, San Francisco, USA
Thesis Title: Small-World Options in Reinforcement Learning - In the Automatic Guided Vehicle Domain
B. Tech (2013)
Last Known Position: Bengaluru
Thesis Title: Small-World Options in Reinforcement Learning - In a Simplified Automatic Guided Vehicle Domain
B. Tech (2014)
Last Known Position: Facebook, London
Thesis Title: Evolution of Strategy in Dynamic Small World Graphs
B. Tech (2014)
Last Known Position: MS, University of Massachusetts, Amherst
Thesis Title: An Auto-encoder approach for Multiview Learning
B. Tech (2014) (EE) (Jointly with Krishna Jagannathan)
Last Known Position: Hyperverge, Bengaluru
Thesis Title: Object Categorization using Heirarchical Markov Logic Network Framework
B. Tech (2015)
Last Known Position: PhD, CMU
Thesis Title: A Know-What-It-Knows Algorithm for Inverse Reinforcement Learning
B. Tech (2015) (BT) (Jointly with Karthik Raman)
Thesis Title: Decoding the framework of Metabolic Pathways
B. Tech (2015) (ME) (Jointly with M. Manivannan)
Last Known Position: MS, CMU
B. Tech (2015)
Last Known Position: PhD, UT Austin
Thesis Title: Aggregate Diversity in Recommendation Systems
B. Tech (2016) (EE/Purdue) (Jointly with Anand Raghunathan)
Last Known Position: Google, Hyderabad
Thesis Title: Input Adaptive Optimisations for Convolutional Neural Networks
B. Tech (2016) (ME) (Jointly with Somasundar, ME)
Thesis Title: Using Reinforcement Learning for Autonomous control of Quadrotor and payloads
B. Tech (2016) (EP)
Last Known Position: Amazon, Hyderabad
Thesis Title: Algorithmic Music Composition with LSTM Neural Networks and Reinforcement Learning
B. Tech (2016) (ME, jointly with Arunachalam, ME) (Winner, Sivasailam Merit Prize for Best B.Tech. Project in Mechanical Engineering; Winner, S. R. I. Endowment Prize for Best Interdisciplinary B.Tech. Project , IIT Madras)
Last Known Position: MS, University of California Berkeley
Thesis Title: Using Reinforcement Learning for Autonomous control of Quadrotor and payloads
B. Tech (2016) (EP) (Jointly with Ramkrishna Pasumarti)
Thesis Title: Autonomous control of Quad-rotor and payloads using Reinforcement Learning
B. Tech (2017) (Joint Winner, C. Siva Ram Murthy Award for Best B.Tech. Project in Computer Science, IIT Madras)
Last Known Position: MS CMU
Thesis Title: Approaches to Spatial Reasoning in Reinforcement Learning
B. Tech (2017) (EE) (Jointly with Kaushik Mitra)
Last Known Position: MS, Univ. of Massachusetts, Amherst, USA
Thesis Title: Enhancing Reinforcement through Ensemble Learning
B. Tech (2017) (EE) (Jointly with Ramkrishna Pasumarti)
Thesis Title: Shared Learning in Ensemble Deep Q-Networks And Optimal Bidding using Reinforcement Learning for Electricity Markets
B. Tech (2017)
Last Known Position: Microsoft Research, Bengaluru
Thesis Title: Continuous Control for Simulated Creatures using Hierarchy of Policies
B. Tech (2018) (EE) (Jointly with Arvind)
Last Known Position: Uber, Hyderabad
Thesis Title: Identifying Latent Hierarchies using Imitation Learning
B. Tech (2018)
Last Known Position: Indeed, Tokyo, Japan
Thesis Title: Model-based Planning for Hierarchical Reinforcement Learning in Continuous Domains
B. Tech (2018)
Last Known Position: Microsoft, Vancouver, Canada
Thesis Title: Confidence-based Returns: A Novel Approach to Mix n-step Returns for Reinforcement Learning
B. Tech (2018) (ME) (Jointly with Balaji Srinivasan)
Last Known Position: Goldman-Sachs, Bengaluru
Thesis Title: Melanoma Tumor Parameter Estimation using Deep Learning
B. Tech (2019)
Last Known Position: PhD, Princeton University, USA
Thesis Title: Leveraging Sentiment Analysis for Sparse Reward Reinforcement Learning in Text-Based Games
B. Tech (2019)
Last Known Position: MS, University of California, Los Angeles, USA
Thesis Title: Link Prediction in Networks
B. Tech (2020)
B. Tech (2020)
B. Tech (2020)
B. Tech (2020)
B. Tech (2020) (EE)
Post Baccalaureate Fellow
Last Known Position: MS, Georgia Tech
Post Baccalaureate Fellow
Last Known Position: MS, UIUC
Post Baccalaureate Fellows
Last Known Position: MS, Imperial College, London
Post Baccalaureate Fellow (2022)
Post Baccalaureate Fellow (2022)
Project Associate
Last Known Position: MS, Worcester Polytechnic Institute
Project Associate
Last Known Position: Sulekha, Chennai
Project Associate
Last Known Position: MS, Oregon State University, USA
Project Associate
Last Known Position: MS, University of Massachusetts Amherst, USA
Project Associate
Last Known Position: PhD, University of Texas, Austin, USA
Project Associate
Last Known Position: M. Tech, EE, IIT Madras
Project Associate
Last Known Position: MS, SUNY Buffalo
Project Associate
Project Associate
Last Known Position: Sintron Electronics Pvt. Ltd., Chennai
Project Associate
Last Known Position: MS, IIT Madras
Project Associate
Last Known Position: PhD, Princeton University, USA
Project Associate
Last Known Position: PhD, University of Washington, Seattle
Project Associate
Last Known Position: Amazon, USA.
Project Associate
Last Known Position: PhD, University of Pennsylvania