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"au:"Nuri Mert Vural"" — arXiv2 Search
Showing 1–9 of 9 results
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Jun 12, 2024
Pruning is Optimal for Learning Sparse Features in High-Dimensions
Nov 25, 2019
Stability of the Decoupled Extended Kalman Filter Learning Algorithm in LSTM-Based Online Learning
Aug 5, 2025
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
Mar 16, 2026
Learning to Recall with Transformers Beyond Orthogonal Embeddings
Feb 23, 2022
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance
Nov 25, 2019
Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple Plays
Mar 7, 2020
RNN-based Online Learning: An Efficient First-Order Optimization Algorithm with a Convergence Guarantee
Oct 22, 2019
An Efficient and Effective Second-Order Training Algorithm for LSTM-based Adaptive Learning
May 16, 2020
Achieving Online Regression Performance of LSTMs with Simple RNNs