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Deepak Ravikumar

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×3AAAI ×1CVPR ×1NeurIPS ×1VLDB ×1

Frequent coauthors

Kaushik Roy
×6
Efstathia Soufleri
×4
Abolfazl Hashemi
×2
Sangamesh Kodge
×1
Gobinda Saha
×1
Alex Yeo
×1
Yiwen Zhu
×1
Aditya Lakra
×1
Harsha Nagulapalli
×1
Santhosh Ravindran
×1
Steve Suh
×1
Niharika Dutta
×1

Papers

  1. Improved Out-of-Distribution Detection with Additive Angular Margin Loss
    CVPR 2025 · Deepak Ravikumar,
    Efstathia Soufleri
    ,
    Kaushik Roy
  2. SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
    AAAI 2025 ·
    Sangamesh Kodge
    , Deepak Ravikumar,
    Gobinda Saha
    ,
    Kaushik Roy
  3. Towards Memorization Estimation: Fast, Formal and Free
    ICML 2025 · Deepak Ravikumar,
    Efstathia Soufleri
    ,
    Abolfazl Hashemi
    ,
    Kaushik Roy
  4. Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
    NeurIPS 2024 · Deepak Ravikumar,
    Efstathia Soufleri
    ,
    Kaushik Roy
  5. Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service
    VLDB 2024 · Deepak Ravikumar,
    Alex Yeo
    ,
    Yiwen Zhu
    ,
    Aditya Lakra
    ,
    Harsha Nagulapalli
    ,
    Santhosh Ravindran
    ,
    Steve Suh
    ,
    Niharika Dutta
    ,
    Andrew Fogarty
    ,
    Yoonjae Park
    ,
    Sumeet Khushalani
    ,
    Arijit Tarafdar
    ,
    Kunal Parekh
    ,
    Subru Krishnan
  6. Memorization Through the Lens of Curvature of Loss Function Around Samples
    ICML 2024 ·
    Isha Garg
    , Deepak Ravikumar,
    Kaushik Roy
  7. Unveiling Privacy, Memorization, and Input Curvature Links
    ICML 2024 · Deepak Ravikumar,
    Efstathia Soufleri
    ,
    Abolfazl Hashemi
    ,
    Kaushik Roy