ML Anthology

Bozkurt, Bariscan

6 publications

AISTATS 2025 Density Ratio-Based Proxy Causal Learning Without Density Ratios Bariscan Bozkurt, Ben Deaner, Dimitri Meunier, Liyuan Xu, Arthur Gretton
NeurIPS 2025 Density Ratio-Free Doubly Robust Proxy Causal Learning Bariscan Bozkurt, Houssam Zenati, Dimitri Meunier, Liyuan Xu, Arthur Gretton
NeurIPS 2025 Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings Houssam Zenati, Bariscan Bozkurt, Arthur Gretton
ICLR 2023 Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation Bariscan Bozkurt, Ateş İsfendiyaroğlu, Cengiz Pehlevan, Alper Tunga Erdogan
NeurIPS 2023 Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks Without Weight Symmetry Bariscan Bozkurt, Cengiz Pehlevan, Alper Erdogan
NeurIPS 2022 Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources Bariscan Bozkurt, Cengiz Pehlevan, Alper Erdogan