conftrace_

Faisal Hamman

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

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

ICML (2) AISTATS (1) ICLR (1)

Top co-authors

Sanghamitra Dutta (4) Saumitra Mishra (2) Pasan Dissanayake (2) Ilia Sucholutsky (1) Qiuyi Zhang (1) Daniele Magazzeni (1) Barproda Halder (1) Erfaun Noorani (1) Freddy Lecue (1)

Keywords

model robustness (1) counterfactual explanation (1) probabilistic guarantee (1) stability measure (1) lipshitz constant (1) model change (1) neural network (1)

Papers

Quantifying Knowledge Distillation using Partial Information Decomposition AISTATS 2025 Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs ICML 2025 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023