PPaperPicks

Debarghya Ghoshdastidar

6 papers at tracked venues · 5 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ICLR ×2AISTATS ×1NeurIPS ×1

Frequent coauthors

Maximilian Fleissner
DBLP profile ↗ORCID search ↗
×2
Mahalakshmi Sabanayagam
DBLP profile ↗ORCID search ↗
×1
Alexandru Craciun
DBLP profile ↗ORCID search ↗
×1
Gautham Govind Anil
DBLP profile ↗ORCID search ↗
×1
Pascal Mattia Esser
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Exact Certification of (Graph) Neural Networks Against Label Poisoning
    ICLR 2025 ·
    Mahalakshmi Sabanayagam
    DBLP profile ↗ORCID search ↗
  2. Infinite Width Limits of Self Supervised Neural Networks
    AISTATS 2025 ·
    Maximilian Fleissner
    DBLP profile ↗ORCID search ↗
  3. Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations
    NeurIPS 2025 ·
    Alexandru Craciun
    DBLP profile ↗ORCID search ↗
  4. When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis?
    AAAI 2025 ·
    Gautham Govind Anil
    DBLP profile ↗ORCID search ↗
  5. Explaining Kernel Clustering via Decision Trees
    ICLR 2024 ·
    Maximilian Fleissner
    DBLP profile ↗ORCID search ↗
  6. Non-parametric Representation Learning with Kernels
    AAAI 2024 ·
    Pascal Mattia Esser
    DBLP profile ↗ORCID search ↗