Balaraman Ravindran Home Page
Professor
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

  • Is it hard to learn a classifier on this dataset? 
    Authors : Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran
    Appeared in CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, Virtual Event, Bangalore, India, January 2-4, 2021, pp.299-306, Jan 2021
  • A semi-supervised approach to growing classification trees. 
    Authors : Sudarsun Santhiappan, Balaraman Ravindran
    Appeared in CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, Virtual Event, Bangalore, India, January 2-4, 2021, pp.29-37, Jan 2021
  • Inferring customer occupancy status in for-hire vehicles using PU Learning. 
    Authors : Vaishnavi Muralidharan, Nandan Sudarsanam, Balaraman Ravindran
    Appeared in CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, Virtual Event, Bangalore, India, January 2-4, 2021, pp.290-298, Jan 2021
  • Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks. 
    Authors : Sravan Mylavarapu, Mahtab Sandhu, Priyesh Vijayan, K. Madhava Krishna, Balaraman Ravindran, Anoop Namboodiri
    Appeared in IEEE Intelligent Vehicles Symposium, IV 2020, Las Vegas, NV, USA, October 19 - November 13, 2020 (IV 2020) ,pp.321-327, Nov 2020
  • Reinforcement Learning for Improving Object Detection. 
    Authors : Siddharth Nayak, Balaraman Ravindran
    Appeared in Computer Vision - ECCV 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part V (ECCV 2020) ,Lecture Notes in Computer Science, Vol 12539, pp.149-161, Aug 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
PhDChandrasekar SubramanianCS19D010Jan 2020HTRA
PhDRICHA VERMACS20D020Sep 2020
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
M.TechBikash Kumar BeheraCS19M019Jul 2019HTTA
M.TechKeval DholakiaCS19M031Jul 2019HTTA
M.TechSanthosh Kumar SCS19M056Jul 2019HTTA
M.TechGopi Krishna YalavarthiCS19M024Jul 2019HTTA