Suyash Gupta

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

JMLR (2) NeurIPS (1) OSDI (1)

Top co-authors

John C. Duchi (2) Maxime Cauchois (2) Ethan Xu (1) Junseo Yoo (1) Reginald Frank (1) Micah Murray (1) Dominik Rothenhäusler (1) Natacha Crooks (1) Alnur Ali (1) Manos Kapritsos (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Application Areas (2) Learning Types (2) Mathematics & Optimization (1) Core Methods (1) Mathematics (1)

Keywords

confidence set (2) conformal prediction (2) uncertainty quantification (1) multi-label classification (1) weak supervision (1) quantile regression (1) kullback-leibler divergence (1) multi-class classification (1) byzantine fault tolerance (1) predictive inference (1) confidence interval (1) distributional shift (1) consensus protocol (1) replicated state machine (1) crash fault tolerance (1) coverage guarantee (1) confidence set prediction (1) sampling uncertainty (1) distributed communication (1) message broadcasting (1)

Papers

Picsou: Enabling Replicated State Machines to Communicate Efficiently OSDI 2025 Predictive Inference with Weak Supervision JMLR 2024 The s-value: evaluating stability with respect to distributional shifts NeurIPS 2023 Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction JMLR 2021