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Saayan Mitra

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SODA: Protecting Proprietary Information in On-Device Machine Learning Models

Dec 22, 2023
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy

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Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information

Nov 27, 2023
Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Viswanathan Swaminathan

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Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training

Nov 19, 2023
Lianke Qin, Saayan Mitra, Zhao Song, Yuanyuan Yang, Tianyi Zhou

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Decentralized Personalized Online Federated Learning

Nov 08, 2023
Renzhi Wu, Saayan Mitra, Xiang Chen, Anup Rao

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ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Oct 20, 2023
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang

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Privacy Aware Experiments without Cookies

Nov 03, 2022
Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Viswanathan Swaminathan, Sridhar Mahadevan

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DiPS: Differentiable Policy for Sketching in Recommender Systems

Dec 08, 2021
Aritra Ghosh, Saayan Mitra, Andrew Lan

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Optimal Bidding Strategy without Exploration in Real-time Bidding

Mar 31, 2020
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Viswanathan Swaminathan

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Scalable Bid Landscape Forecasting in Real-time Bidding

Jan 18, 2020
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Jason Xie, Gang Wu, Viswanathan Swaminathan

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