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

  • RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction. 
    Authors : Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli
    Appeared in Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICASP 2021, Guangzhou, China (virtual), August 2-13, 2021 (ICASP 2021) ,pp.533-541, Aug 2021
  • Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty. 
    Authors : Aravind Venugopal, Elizabeth Bondi, Harshavardhan Kamarthi, Keval Dholakia, Balaraman Ravindran, Milind Tambe
    Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1353-1361, May 2021
  • SEERL: Sample Efficient Ensemble Reinforcement Learning. 
    Authors : Rohan Saphal, Balaraman Ravindran, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul
    Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1100-1108, May 2021
  • GrabQC: Graph Based Query Contextualization for Automated ICD Coding. 
    Authors : Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran
    Appeared in Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I (PAKDD 2021) ,Lecture Notes in Computer Science, Vol 12712, pp.225-237, May 2021
  • Relational Boosted Bandits. 
    Authors : Ashutosh Kakadiya, Sriraam Natarajan, Balaraman Ravindran
    Appeared in Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp.12123-12130, Feb 2021

(Recent) Teaching : View All  |  Back to top

Aug 2021 - Dec 2021 : - Pattern Recognition and Machine Learning (CS5691)
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)

(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
PhDChandrasekar SubramanianCS19D010Jan 2020HTRA
PhDRicha VermaCS20D020Sep 2020HTRA
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
MSPavan RavishankarCS17S026Jul 2017HTRA
MSKakadiya Ashutosh DilipbhaiCS18S013Jul 2018HTRA
MSRajan Kumar SoniCS18S038Jan 2019HTRA
MSDebargha BhattacharjeeCS19S028Jan 2020HTRA
MSPranshu MalviyaCS19S031Jan 2020PROJECT
MSKartikCS20S020Sep 2020
MSManoj BharadwajCS20S056Jan 2021PROJECT
M.TechVinamr GoelCS15M052Jul 2015HTTA