Siddhartha Sen

15 papers · 2012–2025 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (90) 🔥 Unstoppable · Bronze

Venues

OSDI (6) NSDI (3) ICLR (2) NeurIPS (2) AAAI (1) ICML (1)

Top co-authors

Wyatt Lloyd (3) Jon Kleinberg (3) Reid McIlroy-Young (3) Ashton Anderson (3) Haonan Lu (2) Shuai Mu (2) Anqi Zhang (1) Matvey Arye (1) Christopher De Sa (1) Yu Wang (1)

Research topics

Machine Learning (7) Computer Science (6) Artificial Intelligence (5) Core AI (5) Learning Types (5) Systems (5) Core Methods (4) Optimization & Theory (3) Reinforcement Learning (2) Methods (2) Deep Learning (1) Application Areas (1) Applications (1) Architectures (1) Learning Paradigms (1)

Keywords

distributed system (3) fault tolerance (2) game ai (2) representation learning (1) few-shot learning (1) policy optimization (1) catastrophic forgetting (1) binary classification (1) domain adaptation (1) ensemble learning (1) attention mechanism (1) model evaluation (1) data valuation (1) deep learning (1) fair classification (1) out-of-distribution generalization (1) lasso regression (1) performance optimization (1) web caching (1) reinforcement learning (1)

Papers

Mako: Speculative Distributed Transactions with Geo-Replication OSDI 2025 Online Reinforcement Learning in Non-Stationary Context-Driven Environments ICLR 2025 Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024 Designing Skill-Compatible AI: Methodologies and Frameworks in Chess ICLR 2024 Maia-2: A Unified Model for Human-AI Alignment in Chess NeurIPS 2024 NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall OSDI 2023 Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NeurIPS 2021 SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021 Performance-Optimal Read-Only Transactions OSDI 2020 Tolerating Slowdowns in Replicated State Machines using Copilots OSDI 2020 RobinHood: Tail Latency Aware Caching -- Dynamic Reallocation from Cache-Rich to Cache-Poor OSDI 2018 The FuzzyLog: A Partially Ordered Shared Log OSDI 2018 Aggregation and Degradation in JetStream: Streaming Analytics in the Wide Area NSDI 2014 Don't Lose Sleep Over Availability: The GreenUp Decentralized Wakeup Service NSDI 2012