conftrace_

Siddharth Gollapudi

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Sandeep Silwal (2) Hao Wu (2) Anders Aamand (2) Justin Y. Chen (2) Harsh Wardhan (1) Kirankumar Shiragur (1) Varun Sivashankar (1) Ravishankar Krishnaswamy (1) Sepideh Mahabadi (1)

Keywords

volume sampling (1) greedy algorithm (1) approximation theory (1) approximation guarantee (1) determinant maximization (1) composable coreset (1)

Papers

Learning-Augmented Frequent Directions ICLR 2025 Improved Approximations for Hard Graph Problems using Predictions ICML 2025 Sort Before You Prune: Improved Worst-Case Guarantees of the DiskANN Family of Graphs ICML 2025 Composable Coresets for Determinant Maximization: Greedy is Almost Optimal NIPS 2023