Invited Talks & Tutorials
Invited Speaker at IndoML 2022, Dec 2022
Invited Talks at MSR New York and Google New York in August 2022
Invited Speaker, Information Theory and Applications Workshop, ITA 2022
Invited Speaker, IBM Almaden NLP Seminar, May 2022
Invited Speaker at the "Bi-level Optimization in Machine Learning" session at INFORMS Optimization Society (IOS) 2022!
Tutorial Speaker at AAAI 2022 on SubSetML (link to the tutorial website)
Invited Speaker at the CMINDS + FUSS Seminar Series at IIT Bombay, Jan 2022
Invited Seminar Speaker at IIT Gandhinagar, Dec 2021
Invited Talk at Google NYC, August 2021
Invited Talk at Uber AI, August 2021
Speaker at the SubSetML Workshop @ ICML 2021.
Invited Talk at Adobe Research, India, and the Adobe MDSR Lab, May 2021
Invited Talk at LSIT 2021 (Link to the Talk)
Tutorial Speaker at IJCAI 2020
Invited Talk in the Special Session Deep Learning and Information Theory at SPCOM 2020 (Virtual Conference)
Tutorial Speaker at ECAI 2020
Invited Talk at the Information Theory and Applications (ITA) workshop at San Diego, CA in February 2020 (Link to Talk)
Invited Talk at the Tata Institute of Fundamental Research, September 2019 (Link)
Tutorial at 7th IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 (See tutorial website)
Invited Talk: MSR Redmond, Oct 2018
Invited Talk: Allen Institute of Artificial Intelligence (Video Link), Sep 2018
Invited Talk: Google Seattle, Sep 2018
Microsoft Machine Learning, AI and Data Science Conference, Spring 2017
LDV Vision Conference, New York, May 2017
Invited Talk: AMS Sectional Meeting, Special Session on Geometry and Optimization in Computer Vision, Pullman, WA, March 2017 (Link)
Invited Talk: Microsoft Bing, October 2015
Invited Talk: Google Seattle, September 2015
International Symposium on Mathematical Programming (ISMP), Pittsburg - July, 2015 (Session on Submodular Optimization, Link)
Invited Speaker at the Non Convex Optimization in Machine Learning, IIT Bombay, 2015 (Slides)
UW-MSR Joint Machine Learning Symposium, Redmond (invited spotlight) - Feb. 2015 (Link to Video)
General Electric (GE), August, 2014.
University of Washington Yahoo! Machine Learning Lunch - May, 2014
University of Washington, Trends in Optimization (TOPS) seminar - May, 2014 (Link)
Microsoft Research, Bangalore, January, 2014.
Indian Institute of Science (IISc), January, 2014 (Link to Video)
Indian Institute of Technology, Bombay (IIT-B), March, 2013 and Feb. 2014.
Indian Institute of Technology, Gandhinagar (IIT-GN), Feb. 2014.
Neural Information Processing Systems (NIPS) - 2013 (Link to Video, from 56th Minute)
International Conference on Machine Learning (ICML) - 2013 (Link to Video)
Uncertainty in Artificial Intelligence (UAI) - 2013.
Uncertainty in Artificial Intelligence (UAI) - 2012.
Workshop on Discrete Optimization in Machine Learning (DISCML) - 2012.
MITACS Globalink Research Symposium - 2010.
Indo ML 2022 Tutorial
Tutorial on Combinatorial Optimization: Theory and Applications at IndoML 2022
Jointly given with Abir De
IJCAI 2020 Tutorial
Submodular Optimization for Data Selection, Feature Selection, and Data Summarization
Jointly given with Ganesh Ramakrishnan
SPCOM 2020 Invited Talk
Combinatorial Information Measures with Applications to Machine Learning
Allen Institute of AI (AI2)
Combinatorial Optimization for Visual Data Summarization
NIPS 2013 Best paper award talk
Submodular Optimization Subject to Submodular Cover and Submodular Knapsack Constraints
UW-MSR MAchine learning workshop
Submodular Point Processes with Applications to Machine Learning
LSIT 2021 Talk
Submodular Information Measures with Applications to ML