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Christopher Musco

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5COLT ×4ICLR ×3AAAI ×1VLDB ×1

Frequent coauthors

Cameron Musco
×5
R. Teal Witter
×3
Noah Amsel
×2
Tyler Chen
×2
Chinmay Hegde
×2
Haya Diwan
×2
Jinrui Gou
×2
Torsten Suel
×2
Majid Daliri
×2
Juliana Freire
×2
Lucas Rosenblatt
×2
Apoorv Vikram Singh
×2

Papers

  1. Query Efficient Structured Matrix Learning
    COLT 2026 ·
    Noah Amsel
    ,
    Pratyush Avi
    ,
    Tyler Chen
    ,
    Feyza Duman Keles
    ,
    Chinmay Hegde
    , Christopher Musco,
    Cameron Musco
    ,
    David Persson
  2. Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search
    NeurIPS 2025 ·
    Yousef Al-Jazzazi
    ,
    Haya Diwan
    ,
    Jinrui Gou
    ,
    Cameron Musco
    , Christopher Musco,
    Torsten Suel
  3. Matrix Product Sketching via Coordinated Sampling
    ICLR 2025 ·
    Majid Daliri
    ,
    Juliana Freire
    ,
    Danrong Li
    , Christopher Musco
  4. Provably Accurate Shapley Value Estimation via Leverage Score Sampling
    ICLR 2025 · Christopher Musco,
    R. Teal Witter
  5. Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
    NeurIPS 2025 ·
    R. Teal Witter
    ,
    Yurong Liu
    , Christopher Musco
  6. Sharper Bounds for Chebyshev Moment Matching, with Applications
    COLT 2025 ·
    Cameron Musco
    , Christopher Musco,
    Lucas Rosenblatt
    ,
    Apoorv Vikram Singh
  7. A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy
    AAAI 2024 ·
    Lucas Rosenblatt
    ,
    Julia Stoyanovich
    , Christopher Musco
  8. Agnostic Active Learning of Single Index Models with Linear Sample Complexity
    COLT 2024 ·
    Aarshvi Gajjar
    ,
    Wai Ming Tai
    ,
    Xingyu Xu
    ,
    Chinmay Hegde
    , Christopher Musco,
    Yi Li
  9. Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm
    NeurIPS 2024 ·
    R. Teal Witter
    , Christopher Musco
  10. Faster Spectral Density Estimation and Sparsification in the Nuclear Norm (Extended Abstract)
    COLT 2024 ·
    Yujia Jin
    ,
    Ishani Karmarkar
    , Christopher Musco,
    Aaron Sidford
    ,
    Apoorv Vikram Singh
  11. Improved Active Learning via Dependent Leverage Score Sampling
    ICLR 2024 ·
    Atsushi Shimizu
    ,
    Xiaoou Cheng
    , Christopher Musco,
    Jonathan Weare
  12. Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
    NeurIPS 2024 ·
    Haya Diwan
    ,
    Jinrui Gou
    ,
    Cameron Musco
    , Christopher Musco,
    Torsten Suel
  13. Nearly Optimal Approximation of Matrix Functions by the Lanczos Method
    NeurIPS 2024 ·
    Noah Amsel
    ,
    Tyler Chen
    ,
    Anne Greenbaum
    ,
    Cameron Musco
    , Christopher Musco
  14. Sampling Methods for Inner Product Sketching
    VLDB 2024 ·
    Majid Daliri
    ,
    Juliana Freire
    , Christopher Musco,
    Aécio S. R. Santos
    ,
    Haoxiang Zhang