Bariscan Bozkurt

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) AISTATS (1) ICLR (1)

Top co-authors

Cengiz Pehlevan (3) Alper Erdogan (2) Dimitri Meunier (1) Liyuan Xu (1) Ateş İsfendiyaroğlu (1) Ben Deaner (1) Alper Tunga Erdogan (1) Arthur Gretton (1)

Keywords

neural network training (1) blind source separation (1) coordinate descent (1) biological plausibility (1) dendritic processing (1) weight symmetry (1) backpropagation alternative (1) similarity matching (1) neural network (1) determinant maximization (1) correlated source (1) correlative information maximization (1)

Papers

Density Ratio-based Proxy Causal Learning Without Density Ratios AISTATS 2025

Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry NIPS 2023

Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation ICLR 2023

Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources NIPS 2022