Nazar Buzun

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NeurIPS (2) COLT (1)

Top co-authors

Dmitry V. Dylov (2) Mikhail Burtsev (1) Maksim Bobrin (1) Artyom Sorokin (1) Leonid Pugachev (1) Nikolay Shvetsov (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Optimization (2) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Core AI (1) Learning Types (1) Mathematics (1) Models (1) Optimization & Theory · Deep Learning (1)

Keywords

wasserstein distance (1) sequence modeling (1) image generation (1) statistical learning theory (1) optimal transport (1) high-dimensional statistics (1) gaussian approximation (1) sequential learning (1) recurrent neural network (1) long-term memory (1) gradient-based training (1) random vector (1) uncertainty prediction (1) random vector sum (1) maximum norm (1) neural optimal transport (1) expectile regularization (1) dual potential (1) conjugate operator (1)

Papers

Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport NeurIPS 2024 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022