Bariscan Bozkurt

According to our database, Bariscan Bozkurt authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings.

Houssam Zenati, Bariscan Bozkurt, Arthur Gretton

CoRR, June, 2025

Density Ratio-Free Doubly Robust Proxy Causal Learning.

Bariscan Bozkurt, Houssam Zenati, Dimitri Meunier, Liyuan Xu, Arthur Gretton

CoRR, May, 2025

Density Ratio-based Proxy Causal Learning Without Density Ratios.

Bariscan Bozkurt, Ben Deaner, Dimitri Meunier, Liyuan Xu, Arthur Gretton

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023

Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry.

Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation.

Bariscan Bozkurt, Ates Isfendiyaroglu, Cengiz Pehlevan, Alper Tunga Erdogan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources.

Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On Identifiable Polytope Characterization for Polytopic Matrix Factorization.

Bariscan Bozkurt, Alper T. Erdogan

Proceedings of the IEEE International Conference on Acoustics, 2022