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