Statistics and Machine Learning Group
@ Indian Institute of Science, Bangalore
About the Group
Statistics and Machine Learning Group is an academic research group in the Department of Computer Science and Automation, Indian Institute of Science, Bangalore.
Members
• Ambedkar Dukkipati • Annervaz K. M.
• Tony Gracious • A R Shaarad
• Parag Dutta • Arpana Alka
• Mainak Biswas • Ankit Singh
• Anurita Ghosh • Arman Gupta
• Bodhisattwa Dasgupta • Kawin M
• Jeevithiesh Duggani • V S S Aniketh
• Mukesh Kumar Ram • Soumyadeep Roy
Primary Focus
- Statistical network analysis, Network representation learning, Spectral graph methods
- Natural language processing and Knowledge graphs
- Machine learning in low data regime
- Sequential decision-making under uncertainity
- Deep reinforcement learning
News
- Shubham defended his thesis titled: "Statistical Network Analysis: Community Structure, Fairness Constraints, and Emergent Behavior"
- (Jun 2021) CoviHawkes: An AI tool for district level forecastring and monitoring of covid-19 infections in India went on live
- (May 2021) Shubham has submitted his thesis titled "Statistical Network Analysis: Community Structure, Fairness Constraints, and Emergent Behavior"
- (Nov 2019) Gururaj has been awarded CISCO CSR Fellowship
- (Nov 2018) Shubham has been awarded Wipro Ph.D. fellowship for 2018-21.
- (Jul 2018) Rohit AP, M. Tech student receives AMD best project award for his work on "Unsupervised Deep Domain Adaptation using Discriminative Encoder".
- (Dec 2017) Gaurav has submitted his PhD thesis titiled "Deep Learning with Minimial Supervision" and moved to IBM IRL.
- (Jan 2017) Debarghya successfully defended his thesis titled "Consistency of spectral hypergraph partitioning under planted partition model"
- (Apr 2016) Debarghya has submitted his thesis. He will be joining as a Post-doctoral researcher in the Theory of Machine Learning group, University of Tübingen, Germany.
- (Feb 2015) Gaurav has received an IBM Ph.D.Fellowship award for 2015-16.
- (Feb 2014) Gaurav has received an IBM Ph.D. Fellowship award for 2014-15.
- (Nov 2013) New website for SML group is now up.
- (Jun 2013) Debarghya has been awarded the Google India PhD Fellowship in Statistical Learning Theory.
- (Mar 2013) Debarghya received N. R. Khambhati Memorial Medal for Best Student of M.E. (SSA), 2010-2012.
Group Convenor
Lab Address
Statistics and Machine Learning Lab
Room #202 & #203
Dept. of Computer Science & Automation
Indian Institute of Science
Bangalore - 560012
Phone (Extn): 202
Room #202 & #203
Dept. of Computer Science & Automation
Indian Institute of Science
Bangalore - 560012
Phone (Extn): 202