Ali Taylan Cemgil

5 papers · 2013–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (7) 🚀 Conference Pioneer

Conferences

ICML (3) ICLR (2)

Top co-authors

Krishnamurthy Dj Dvijotham (2) Olivia Wiles (2) Sven Gowal (2) Yusuf Kenan Yilmaz (1) David Warde-Farley (1) David Stutz (1) Florian Stimberg (1) Sylvestre-Alvise Rebuffi (1) Arnaud Doucet (1) Simon Geisler (1)

Keywords

nonnegative matrix factorization (1) directed graph (1) beta divergence (1) positional encoding (1) compound poisson (1) tweedie distribution (1) graph neural network (1) magnetic laplacian (1)

Papers

Evaluating Model Bias Requires Characterizing its Mistakes ICML 2024

Transformers Meet Directed Graphs ICML 2023

A Fine-Grained Analysis on Distribution Shift ICLR 2022

Learning Optimal Conformal Classifiers ICLR 2022

Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models ICML 2013