Nuri Mert Vural

14 papers A* 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Recall with Transformers Beyond Orthogonal Embeddings.
CoRR
Nuri Mert Vural, Alberto Bietti, Mahdi Soltanolkotabi, Denny Wu
2024 A* conf
Pruning is Optimal for Learning Sparse Features in High-Dimensions.
COLT
Nuri Mert Vural, Murat A. Erdogdu
2024 J jnl
Pruning is Optimal for Learning Sparse Features in High-Dimensions.
CoRR
Nuri Mert Vural, Murat A. Erdogdu
2022 J jnl
Achieving Online Regression Performance of LSTMs With Simple RNNs.
IEEE Trans. Neural Networks Learn. Syst.
Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Salih Ergüt, Suleyman Serdar Kozat
2022 A* conf
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance.
COLT
Nuri Mert Vural, Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A. Erdogdu
2022 J jnl
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance.
CoRR
Nuri Mert Vural, Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A. Erdogdu
2021 J jnl
An Efficient and Effective Second-Order Training Algorithm for LSTM-Based Adaptive Learning.
IEEE Trans. Signal Process.
Nuri Mert Vural, Salih Ergüt, Suleyman Serdar Kozat
2020 J jnl
Achieving Online Regression Performance of LSTMs with Simple RNNs.
CoRR
Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Suleyman Serdar Kozat
2020 — conf
LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm.
SIU
Fatih Ilhan, Nuri Mert Vural, Suleyman Serdar Kozat
2020 — conf
Online Shortest Path Learning via Convex Optimization.
SIU
Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
2020 — conf
Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization.
SIU
Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
2019 J jnl
An Efficient EKF Based Algorithm For LSTM-Based Online Learning.
CoRR
Nuri Mert Vural, Suleyman Serdar Kozat
2019 J jnl
Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays.
IEEE Trans. Signal Process.
Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat
2019 J jnl
Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple Plays.
CoRR
Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat