Indranil Gupta

7 papers · 2019–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🚀 Conference Pioneer 📈 Trend Setter

Venues

NSDI (3) ICML (2) NeurIPS (1) UAI (1)

Top co-authors

Cong Xie (4) Sanmi Koyejo (3) Kai-Siang Wang (1) Oluwasanmi Koyejo (1) Shivaram Venkataraman (1) Anna Karanika (1) Shuai Zheng (1) Luo Mai (1) Mu Li (1) Han-Ting Liang (1)

Research topics

Machine Learning (6) Optimization & Theory (5) Application Areas (2) Computer Science (1) Deep Learning (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Systems (1)

Keywords

distributed learning (4) stochastic gradient descent (4) byzantine fault tolerance (2) communication efficiency (1) distributed machine learning (1) adversarial attack (1) gradient compression (1) failure detection (1) remote procedure call (1) latency optimization (1) resource provisioning (1) real-time system (1) multi-tenant system (1) system observability (1) asynchronous learning (1) internet of thing (1) byzantine tolerance (1) aggregation method (1) stream processing (1) action scheduling (1)

Papers

RASC: Enhancing Observability & Programmability in Smart Spaces NSDI 2026 Known Knowns and Unknowns: Near-realtime Earth Observation Via Query Bifurcation in Serval NSDI 2024 Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo NSDI 2021 CSER: Communication-efficient SGD with Error Reset NeurIPS 2020 Zeno++: Robust Fully Asynchronous SGD ICML 2020 Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation UAI 2019 Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance ICML 2019