Publications and Talks

Preprints

• Conservative Exploration using Interleaving Sumeet Katariya, Branislav Kveton, Zheng Wen, Vamsi Potluru.

Publications

• Adaptive Sampling for Coarse Ranking Sumeet Katariya, Lalit Jain, Nandana Sengupta, James Evans, Robert Nowak. AISTATS, 2018.

• Bernoulli Rank-1 Bandits for Click Feedback Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen. IJCAI, 2017.

• Stochastic Rank-1 Bandits Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen. AISTATS, 2017.

• Sequential Multiple Hypothesis Testing with Type I Error Control Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh. AISTATS, 2017.

• DCM Bandits: Learning to Rank with Multiple Clicks: Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Zheng Wen. International Conference on Machine Learning (ICML), 2016.

• Sparse Dueling Bandits: Sumeet Katariya, Kevin Jamieson, Atul Deshpande and Robert Nowak, Accepted for oral presentation at AISTATS 2015.[slides]

• Analyzing the impact of joint optimization of cell size, redundancy, and ECC on low-voltage SRAM array total area: N.S.Kim, S.C.Draper, S.T.Zhou, S.Katariya, H.R.Ghasemi, and T.Park IEEE Trans. Very Large Scale Integration (VLSI) Systems, vol. PP, no. 99, Nov. 2011. [pdf]

• Minimizing total area of low-voltage SRAM arrays with joint optimization of cell size, redundancy, and ECC: S.-T. Zhou, S. Katariya, H. Ghasemi, S. C. Draper, and N. Kim, IEEE Int. Conf. on Computer Design (ICCD ’10), pp. 112-117 (6 pages), Amsterdam, the Netherlands, Oct. 2010. [pdf]

• A Method for Signal Quality Assessment during Ambulatory EMG Recording: Sumeet Katariya and Suresh Devasahayam, Indian Conference on Medical Informatics and Telemedicine (ICMIT)- 2006. [pdf]

Talks

• Adaptive Sampling and Clustering, Poster at Midwest Machine Learning Symposium, University of Chicago, June 2018.

• Conservative Exploration using Interleaving, Systems Information Learning Optimization (SILO) Seminar, UW-Madison, June 2018.

• Adaptive Sampling for Coarse Ranking, Poster at Artificial Intelligence and Statistics (AISTATS), Lanzarote, Canary Islands, Spain, Apr 2018.

• Adaptive Sampling for Coarse Ranking, Systems Information Learning Optimization (SILO) Seminar, UW-Madison, Feb 2018.

• Stochastic Rank-1 Bandits Poster at Artificial Intelligence and Statistics (AISTATS), Fort Lauderdale, Florida, May 2017.

• DCM Bandits: Learning to Rank with Multiple Clicks, ICML 2016, New York, Jun 2016.

• DCM Bandits: Learning to Rank with Multiple Clicks, Systems Information Learning Optimization (SILO) Seminar, UW-Madison, Feb 2016.

• Sparse Dueling Bandits, AISTATS 2015 Oral Presentation, May 2015. [slides]

• The Dueling Bandits Problem, Systems Information Learning Optimization (SILO) Seminar, UW-Madison, July 2014.

• Blind Soure Separation Techniques for Multiply Labeled Fluorescence Images, Systems Information Learning Optimization (SILO) Seminar, UW-Madison.

Patents

• Systems and methods associated with sequential multiple hypothesis testing: Mohammad Ghavamzadeh, Alan John Malek, Yinlam Chow, Sumeet Katariya, US Patent Application US20170330114A1.

• Sequential Hypothesis Testing in a Digital Medium Environment: Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh, US Patent Application US20170323329A1.

• Apparatus for efficiently coupling light from a light source into a thin object: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application US8662727 B2, publication date: Mar 4, 2014.

• Media Transmission over a Data Network: Udayan Kanade, Dimple Kuriakose, Sandeep Soni, Gaurav Kulkarni, Sumeet Katariya, US Patent Application 20120327943, publication date: Dec 27, 2012.

• Photoluminescent Light Source: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application 20110182055, publication date: Jul 28, 2011.

• Polarized Linear Light Source: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application 20110182050, publication date: Jul 28, 2011.

• Directional Linear Light Source: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application 20110013387, publication date: Jan 20, 2011.

• Apparatus for Efficiently Coupling Light from a Light Source into a Thin Object: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application 20110013418, publication date: Jan 20, 2011.

• Directional Light Source using Refractive and Reflective Optics: Udayan Kanade, Pushkar Apte, Ruby Rama Praveen, Sanat Ganu, Sumeet Katariya, Alok Deshpande, Parag Khairnar, US Patent Application 20110007512, publication date: Jan 13, 2011.