Nuri Mert Vural

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Bandit Problems

Top Venues

IEEE Trans. Signal Process.

Publications

Nuri Mert Vural, Murat A. Erdogdu
Pruning is Optimal for Learning Sparse Features in High-Dimensions. CoRR (2024)
Nuri Mert Vural, Murat A. Erdogdu
Pruning is Optimal for Learning Sparse Features in High-Dimensions. COLT (2024)
Nuri Mert Vural, Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A. Erdogdu
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance. COLT (2022)
Nuri Mert Vural, Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A. Erdogdu
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance. CoRR (2022)
Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Salih Ergüt, Suleyman Serdar Kozat
Achieving Online Regression Performance of LSTMs With Simple RNNs. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Nuri Mert Vural, Salih Ergüt, Suleyman Serdar Kozat
An Efficient and Effective Second-Order Training Algorithm for LSTM-Based Adaptive Learning. IEEE Trans. Signal Process. 69 (2021)
Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
Online Shortest Path Learning via Convex Optimization. SIU (2020)
Nuri Mert Vural, Selim Firat Yilmaz, Fatih Ilhan, Suleyman Serdar Kozat
RNN-based Online Learning: An Efficient First-Order Optimization Algorithm with a Convergence Guarantee. CoRR (2020)
Fatih Ilhan, Nuri Mert Vural, Suleyman Serdar Kozat
LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm. SIU (2020)
Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Suleyman Serdar Kozat
Achieving Online Regression Performance of LSTMs with Simple RNNs. CoRR (2020)
Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization. SIU (2020)
Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat
Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays. IEEE Trans. Signal Process. 67 (16) (2019)
Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat
Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple Plays. CoRR (2019)
Nuri Mert Vural, Suleyman Serdar Kozat
An Efficient EKF Based Algorithm For LSTM-Based Online Learning. CoRR (2019)