Mukul Gagrani

3 papers · 2017–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICLR (1)

Top co-authors

Christopher Lott (2) Harris Teague (2) Wonseok Jeon (2) Piero Zappi (2) Yi Ouyang (1) Burak Bartan (1) Roberto Bondesan (1) Weiliang Zeng (1) Herke van Hoof (1) Ashutosh Nayyar (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Optimization & Theory (2) Deep Learning (1) Reinforcement Learning (1) Architectures (1) Core Methods (1) Learning Types (1) Methods (1)

Keywords

reinforcement learning (2) bayesian inference (1) attention mechanism (1) markov decision process (1) posterior distribution (1) message passing (1) thompson sampling (1) exploration policy (1) regret bound (1) directed acyclic graph (1) computation graph (1) encoder-decoder framework (1) graph neural network (1) neural network (1) topological ordering (1) combinatorial optimization (1) list scheduling (1)

Papers

Neural DAG Scheduling via One-Shot Priority Sampling ICLR 2023 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Learning Unknown Markov Decision Processes: A Thompson Sampling Approach NeurIPS 2017