Nuri Mert Vural

According to our database, Nuri Mert Vural authored at least 12 papers between 2019 and 2026.

Collaborative distances:

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

2026

Learning to Recall with Transformers Beyond Orthogonal Embeddings.

Nuri Mert Vural, Alberto Bietti, Mahdi Soltanolkotabi, Denny Wu

CoRR, March, 2026

2025

Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws.

Gérard Ben Arous, Murat A. Erdogdu, Nuri Mert Vural, Denny Wu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Pruning is Optimal for Learning Sparse Features in High-Dimensions.

Nuri Mert Vural, Murat A. Erdogdu

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2022

Achieving Online Regression Performance of LSTMs With Simple RNNs.

Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Salih Ergüt, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2022

Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance.

Nuri Mert Vural, Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A. Erdogdu

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

An Efficient and Effective Second-Order Training Algorithm for LSTM-Based Adaptive Learning.

Nuri Mert Vural, Salih Ergüt, Suleyman Serdar Kozat

IEEE Trans. Signal Process., 2021

2020

Achieving Online Regression Performance of LSTMs with Simple RNNs.

Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Suleyman Serdar Kozat

CoRR, 2020

Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization.

Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Online Shortest Path Learning via Convex Optimization.

Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm.

Fatih Ilhan, Nuri Mert Vural, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays.

Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat

IEEE Trans. Signal Process., 2019

An Efficient EKF Based Algorithm For LSTM-Based Online Learning.

Nuri Mert Vural, Suleyman Serdar Kozat

CoRR, 2019