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Siddharth Swaroop — most-cited papers & profile · Large Language Models
← authors
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overview
Siddharth Swaroop
11
papers ·
32
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Partitioned Variational Inference: A unified framework encompassing federated and continual learning
2018 · 19 citations
Partitioned Variational Inference: A Framework for Probabilistic Federated Learning
2022 · 6 citations
Modeling Mobile Health Users as Reinforcement Learning Agents
2022 · 2 citations
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning
2024 · 2 citations
Differentially Private Federated Variational Inference
2019 · 1 citations
Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks
2024 · 1 citations
Federated ADMM from Bayesian Duality
2025
Connecting Federated ADMM to Bayes
2025
Differentially private partitioned variational inference
2022
Top co-authors
Alia El Kattan
· 1
Andrew Strait
· 1
Anka Reuel
· 1
Diyi Yang
· 1
Ilia Sucholutsky
· 1
Katherine M. Collins
· 1
Kevin Feng
· 1
Lama Ahmad
· 1
Lujain Ibrahim
· 1
Max Lamparth
· 1
Merlin Stein
· 1
Prajna Soni
· 1
Topics
Federated Learning
Optimization
Communication
Privacy
Model-Based RL
Value-Based
RLHF & Alignment
Safe RL
Offline RL