Balaraman Ravindran Home Page
Email : ravi [at] cse [dot] iitm [dot] ac [dot] in   |   Phone : 4370
Lab(s) : AIDB Lab, IIL Lab.
Link to Personal Homepage

Research Interests :

Machine learning, Reinforcement learning, Social Network Analysis, Data and text mining

Publications : (Last Five, while at IITM)DBLP | View All

  • A Unified Non-Negative Matrix Factorization Framework for Semi Supervised Learning on Graphs. 
    Authors : Anasua Mitra, Priyesh Vijayan, Srinivasan Parthasarathy 0001, Balaraman Ravindran
    Appeared in Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020, Cincinnati, Ohio, USA, May 7-9, 2020 [the conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume]. (SDM 2020) ,pp.487-495, May 2020
  • EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness Against Adversarial Attacks. 
    Authors : Sanchari Sen, Balaraman Ravindran, Anand Raghunathan
    Appeared in 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020 (ICLR 2020) ,Apr 2020
  • Predicting software defect type using concept-based classification. 
    Authors : Sangameshwar Patil, Balaraman Ravindran
    Appeared in Empirical Software Engineering, Vol 25, pp.1341-1378, Jan 2020
  • Rate of change analysis for interestingness measures. 
    Authors : Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran
    Appeared in Knowl. Inf. Syst., Vol 62, pp.239-258, Jan 2020
  • Interpretability With Accurate Small Models. 
    Authors : Abhishek Ghose, Balaraman Ravindran
    Appeared in Frontiers Artif. Intell., Vol 3, pp.3, Jan 2020

(Recent) Teaching : View All  |  Back to top

Jan 2020 - May 2020 : - Big Data Laboratory (CS4830)
Jan 2020 - May 2020 : - Reinforcement learning (CS6700)
Jul 2019 - Nov 2019 : - Causal Inference (CS7370)
Jan 2019 - May 2019 : - Research Methodology (CSE Module) (CS6021)
Jan 2019 - May 2019 : - Reinforcement learning (CS6700)

(Current) Advisees View All  |  Back to top

ProgramNameRoll No.Joining DateFunding
PhDSangameshwar Suryakant PatilCS11D007Jul 2011EXTERNAL
PhDPriyatosh MishraCS13D024Jul 2013PROJECT
PhDSudarsun SanthiappanCS13D030Jul 2013PROJECT
PhDAbhishek GhoseCS15D004Jan 2015PART-TIME
PhDJoseph Hosanna Raj I.CS15D304Jul 2015HTRA
PhDTarun KumarCS15D017Jan 2016HTRA
PhDAvinash SharmaCS16D401Jul 2016HTRA
PhDGautham MuthravichandranCS16D020Dec 2016PARTTIME
MSPrasanna PCS14S016Jan 2014PROJECT (NHTRA)
MSDeepak MittalCS15S014Jan 2015PROJECT
MSGirraj PahariyaCS15S017Jan 2015PROJECT
MSPriyesh VCS15S012Jan 2015PROJECT
MSAkash JainCS15S037Jul 2015PROJECT
MSBeethika TripathiCS15S004Jul 2015HTRA
MSNikita MogheCS16S016Jul 2016PROJECT
MSKarthik ThiagarajanCS16S027Dec 2016PROJECT
MSArjun ManoharanCS17S004Jul 2017HTRA
MSPavan RavishankarCS17S026Jul 2017HTRA
MSKakadiya Ashutosh DilipbhaiCS18S013Jul 2018HTRA
MSRajan Kumar SoniCS18S038Jan 2019HTRA
M.TechVinamr GoelCS15M052Jul 2015HTTA
M.TechRajib Das BhagatCS17M034Jul 2017HTTA
M.TechJeshuren ChelladuraiCS17M017Jul 2017HTTA
M.TechBikash Kumar BeheraCS19M019Jul 2019HTTA
M.TechKeval DholakiaCS19M031Jul 2019HTTA
M.TechSanthosh Kumar SCS19M056Jul 2019HTTA
M.TechGopi Krishna YalavarthiCS19M024Jul 2019HTTA
B.Tech(DD)Manika AgarwalCS13B044Jul 2013HTTA
B.Tech(DD)Abhishek NaikCS13B030Jul 2013HTTA
B.Tech(DD)Bhambhani Mohan PremchandCS13B036Jul 2013HTTA
B.Tech(DD)Ujjawal SoniCS13B053Jul 2013HTTA
B.Tech(DD)Bhuvan AgrawalCS14B060Jul 2014HTTA
B.Tech(DD)Malla Kavya MrudulaCS14B046Jul 2014HTTA
B.Tech(DD)Rahul RameshCS14B061Jul 2014HTTA
B.Tech(DD)Harshavardhan P KCS15B061Jul 2015HTTA
B.Tech(DD)Jahnvi PatelCS15B046Jul 2015HTTA
B.TechVenna Sai SujithCS16B042Jul 2016
B.TechYogesh TripathiCS16B044Jul 2016
B.TechPatel UtkarshCS16B037Jul 2016
B.TechVishnu VeerathuCS16B030Jul 2016