We are StatsML Group.
We are an academic research group located at Room 202, 205 and 235 at the Department of Computer Science and Automation, Indian Institute of Science, Bangalore. Under the guidance of Prof. Ambedkar Dukkipati, our work focuses on the following major topics:
Statistical network analysis,
Network representation learning, and
Spectral graph methods
Natural language processing and Knowledge graphs
Machine learning in low data regime and causal
inference
Sequential decision-making under uncertainity
Deep reinforcement learning and offline
reinforcement learning
Doctoral Students
are currently associated with our group. They work on their individual research problems in close collaboration with each other and faculty members.
Masters Students
are working with us for completing their final year projects under the guidance of the faculty. They also work on industrial projects to gain real-world experience.
Publications
in the last 5 years in top-tier conferences and journals as a part of our research efforts.
Total publications
in top-tier conferences and journals since the inception of our group.
Latest News
- (July 2024) Arman Gupta, a StatsML group member, received gold medal as the best outgoing master student from Computer Science. Kawin M, also a StatsML group member, received a commendation certificate for recognition of excellent performance in the master's program.
- (Nov 2023) Tony Gracious defended his thesis titled: "Temporal Point Processes for Forecasting Events in Higher-order Networks"
- (Nov 2021) Shubham defended his thesis titled: "Statistical Network Analysis: Community Structure, Fairness Constraints, and Emergent Behavior"
- (Jun 2021) CoviHawkes: An AI tool for district level forecasting 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 titled "Deep Learning with Minimal 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.
Our Industrial Collaborators
We have worked with the following organizations:
