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Debabrota Basu

14 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

AAAI ×3AISTATS ×3NeurIPS ×3AAMAS ×1COLT ×1ECAI ×1ICLR ×1VLDB ×1

Frequent coauthors

Achraf Azize
×3
Bishwamittra Ghosh
×2
Apurv Shukla
×2
Ayoub Ajarra
×1
Yifan Wang
×1
Pierre Bourhis
×1
Romain Rouvoy
×1
Patrick Royer
×1
Saptarshi Roy
×1
Sunrit Chakraborty
×1
Udvas Das
×1
Huazhu Fu
×1

Papers

  1. Active Fourier Auditor for Estimating Distributional Properties of ML Models
    AAAI 2025 ·
    Ayoub Ajarra
    ,
    Bishwamittra Ghosh
    , Debabrota Basu
  2. DOT: Dynamic Knob Selection and Online Sampling for Automated Database Tuning
    VLDB 2025 ·
    Yifan Wang
    , Debabrota Basu,
    Pierre Bourhis
    ,
    Romain Rouvoy
    ,
    Patrick Royer
  3. FLIPHAT: Joint Differential Privacy for High Dimensional Linear Bandits
    AISTATS 2025 ·
    Saptarshi Roy
    ,
    Sunrit Chakraborty
    , Debabrota Basu
  4. FraPPE: Fast and Efficient Preference-Based Pure Exploration
    NeurIPS 2025 ·
    Udvas Das
    ,
    Apurv Shukla
    , Debabrota Basu
  5. History-Aware and Dynamic Client Contribution in Federated Learning
    ECAI 2025 ·
    Bishwamittra Ghosh
    , Debabrota Basu,
    Huazhu Fu
    ,
    Yuan Wang
    ,
    Renuga Kanagavelu
    ,
    Jinpeng Jiang
    ,
    Yong Liu
    ,
    Rick Siow Mong Goh
    ,
    Qingsong Wei
  6. Optimal Regret of Bandits under Differential Privacy
    NeurIPS 2025 ·
    Achraf Azize
    ,
    Yulian Wu
    ,
    Junya Honda
    ,
    Francesco Orabona
    ,
    Shinji Ito
    , Debabrota Basu
  7. Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage
    AISTATS 2025 ·
    Achraf Azize
    , Debabrota Basu
  8. Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback
    AAAI 2025 ·
    Riccardo Della Vecchia
    , Debabrota Basu
  9. When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning
    AAAI 2025 ·
    Naheed Anjum Arafat
    , Debabrota Basu,
    Yulia Gel
    ,
    Yuzhou Chen
  10. Augmented Bayesian Policy Search
    ICLR 2024 ·
    Mahdi Kallel
    , Debabrota Basu,
    Riad Akrour
    ,
    Carlo D'Eramo
  11. Open Problem: What is the Complexity of Joint Differential Privacy in Linear Contextual Bandits?
    COLT 2024 ·
    Achraf Azize
    , Debabrota Basu
  12. Preference-based Pure Exploration
    NeurIPS 2024 ·
    Apurv Shukla
    , Debabrota Basu
  13. Pure Exploration in Bandits with Linear Constraints
    AISTATS 2024 ·
    Emil Carlsson
    , Debabrota Basu,
    Fredrik D. Johansson
    ,
    Devdatt P. Dubhashi
  14. Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer
    AAMAS 2024 ·
    Hannes Eriksson
    ,
    Tommy Tram
    , Debabrota Basu,
    Mina Alibeigi
    ,
    Christos Dimitrakakis