COLT 2025 Workshop TASC Submissions

On the upper bounds for the matrix spectral norm
Ryapolov Denis, Maxim Rakhuba, Sergey Samsonov, Alexey Naumov
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Stochastic Differential Policy Optimization: A Rough Path Approach to Reinforcement Learning
Minh Phuong Nguyen, Chandrajit L. Bajaj
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Enhancing Physics-Informed Neural Networks Through Feature Engineering
Shaghayegh Fazliani, Zachary Frangella, Ya-Chi Chu, Madeleine Udell
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Generalized Lie Symmetries in Physics-Informed Neural Operators
Amy Xiang Wang, Zakhar Shumaylov, Peter Zaika, Ferdia Sherry, Carola-Bibiane Schönlieb
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Query Efficient Structured Matrix Approximation
Noah Amsel, Pratyush Avi, Tyler Chen, Feyza Duman Keles, Chinmay Hegde, Christopher Musco, Cameron N Musco, David Persson
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
BWLer: Barycentric Weight Layer Elucidates a Precision-Conditioning Tradeoff for PINNs
Jerry Weihong Liu, Yasa Baig, Denise H J Lee, Rajat Vadiraj Dwaraknath, Atri Rudra, Christopher Re
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Translation-Equivariance of Normalization Layers and Aliasing in Convolutional Neural Networks
Jérémy Scanvic, Quentin Barthélemy, Julián Tachella
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation
Askar Tsyganov, Sergey Samsonov, Maxim Rakhuba
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Classes of bounded functions that are semantically equivalent to Turing-machine are PAC learnable
Kevin Xu
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Student-t processes as infinite-width limits of posterior BNNs
Francesco Caporali, Stefano Favaro, Dario Trevisan
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone
Universal Approximation of Mean-Field Models via Transformers
Shiba Biswal, Karthik Elamvazhuthi, Rishi Sonthalia
- Published: 28 Jun 2025, Last Modified: 28 Jun 2025
- TASC 2025
- Readers: Everyone