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prateek jain toggle navigation home projects publications service students software talks prateek jain distinguished scientist google deepmind adjunct faculty iit kanpur contact google deepmind google ananta mahadevpura bangalore 560 037 india email prajain google com i am a distinguished scientist at google deepmind india where i co lead long term model research for gemini as well as lead the machine learning and optimization team my research interests are in machine learning efficient and elastic inference of large models retrieval and indexing rigorous non convex optimization and reinforcement learning i have been fortunate to lead contribute to exciting projects like matformers mrl tandem treeformer hire provable non convex optimization stochastic optimization earlier i was a sr principal research scientist at microsoft research india i completed my phd at the university of texas at austin under prof inderjit s dhillon brief bio for talks news 27 february 2024 talk at iisc workshop on rl 2024 15 december 2023 matformers received best paper award at neurips enlsp 2023 10 16 december 2023 nine results from mlo presented at neurips 2023 oct 3 2023 presented matformers at iccv 2023 25 july 2023 four results from mlo presented at icml 2023 13 16 july 2023 co organizing colt in bangalore see you there 7 july 2023 talk on learning with dependent data at icts workshop on data science probabilistic and optimization methods 26 march 2022 talk on online learning with markovian data via reverse experience replay at ashoka university workshop on learning and data science 6 december 2021 received acm india early career researcher award see all news copy site made with jekyll