Search Results for author: Nilanjana Laha

Found 2 papers, 1 papers with code

On the Existence of Universal Lottery Tickets

1 code implementation ICLR 2022 Rebekka Burkholz, Nilanjana Laha, Rajarshi Mukherjee, Alkis Gotovos

The lottery ticket hypothesis conjectures the existence of sparse subnetworks of large randomly initialized deep neural networks that can be successfully trained in isolation.

Semi-Supervised Off Policy Reinforcement Learning

no code implementations9 Dec 2020 Aaron Sonabend-W, Nilanjana Laha, Ashwin N. Ananthakrishnan, Tianxi Cai, Rajarshi Mukherjee

2) The surrogate variables we leverage in the modified SSL framework are predictive of the outcome but not informative to the optimal policy or value function.

Imputation Q-Learning +2

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