Hakan Gökcesu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Global Optimization

Prediction With Expert Advice

Robust Statistics

Top Venues

IEEE Trans. Signal Process.

J. Netw. Syst. Manag.

Publications

Hakan Gökcesu, Suleyman Serdar Kozat
Universal Online Convex Optimization With Minimax Optimal Second-Order Dynamic Regret. IEEE Trans. Autom. Control. 69 (6) (2024)
Kaan Gökcesu, Hakan Gökcesu
Cumulative Regret Analysis of the Piyavskii-Shubert Algorithm and Its Variants for Global Optimization. AAAI (2024)
Kaan Gökcesu, Hakan Gökcesu
Efficient Lipschitzian Global Optimization of Hölder Continuous Multivariate Functions. CoRR (2023)
Kaan Gökcesu, Hakan Gökcesu
A 2-opt Algorithm for Locally Optimal Set Partition Optimization. CoRR (2023)
Kaan Gökcesu, Hakan Gökcesu
Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing Univariate Linear Losses. CoRR (2023)
Kaan Gökcesu, Hakan Gökcesu
Formulation of Weighted Average Smoothing as a Projection of the Origin onto a Convex Polytope. CoRR (2023)
Hakan Gökcesu, Özgür Erçetin, Gökhan Kalem
Enhancing QoE Assessment in FWA: Leveraging Network KPIs and User Feedback Analysis. CAMAD (2023)
Kaan Gökcesu, Hakan Gökcesu
Data Dependent Regret Guarantees Against General Comparators for Full or Bandit Feedback. CoRR (2023)
Hakan Gökcesu, Özgür Erçetin, Gökhan Kalem, Salih Ergüt
QoE Evaluation in Adaptive Streaming: Enhanced MDT with Deep Learning. J. Netw. Syst. Manag. 31 (2) (2023)
Kaan Gökcesu, Hakan Gökcesu
A Note On Nonlinear Regression Under L2 Loss. CoRR (2023)
Kaan Gökcesu, Hakan Gökcesu
Low Regret Binary Sampling Method for Efficient Global Optimization of Univariate Functions. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Blind Source Separation for Mixture of Sinusoids with Near-Linear Computational Complexity. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Smoothing with the Best Rectangle Window is Optimal for All Tapered Rectangle Windows. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
A Log-Linear Time Sequential Optimal Calibration Algorithm for Quantized Isotonic L2 Regression. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Natural Hierarchical Cluster Analysis by Nearest Neighbors with Near-Linear Time Complexity. CoRR (2022)
Hakan Gökcesu, Suleyman Serdar Kozat
Optimal Tracking in Prediction with Expert Advice. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Nonconvex Extension of Generalized Huber Loss for Robust Learning and Pseudo-Mode Statistics. CoRR (2022)
Gan Huang, Özgür Erçetin, Hakan Gökcesu, Gökhan Kalem
Deep Learning-Based QoE Prediction for Streaming Services in Mobile Networks. WiMob (2022)
Kaan Gökcesu, Hakan Gökcesu
1D to nD: A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Robust, Nonparametric, Efficient Decomposition of Spectral Peaks under Distortion and Interference. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
A Linearithmic Time Locally Optimal Algorithm for the Multiway Number Partition Optimization. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Efficient Minimax Optimal Global Optimization of Lipschitz Continuous Multivariate Functions. CoRR (2022)
Kaan Gökcesu, Hakan Gökcesu
Merging Knockout and Round-Robin Tournaments: A Flexible Linear Elimination Tournament Design. CoRR (2022)
Hakan Gökcesu, Özgür Erçetin, Gökhan Kalem, Salih Ergüt
Virtual Drive-Tests: A Case for Predicting QoE in Adaptive Video Streaming. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Generalized Translation and Scale Invariant Online Algorithm for Adversarial Multi-Armed Bandits. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Near-Linear Time Algorithm with Near-Logarithmic Regret Per Switch for Mixable/Exp-Concave Losses. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics. CoRR (2021)
Alper Köse, Hakan Gökcesu, Noyan Evirgen, Kaan Gökcesu, Muriel Médard
A Novel Method for Scheduling of Wireless Ad Hoc Networks in Polynomial Time. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Kaan Gökcesu, Hakan Gökcesu
Efficient Locally Optimal Number Set Partitioning for Scheduling, Allocation and Fair Selection. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
A Quadratic Time Locally Optimal Algorithm for NP-hard Equal Cardinality Partition Optimization. CoRR (2021)
Alper Köse, Mutlu Koca, Emin Anarim, Muriel Médard, Hakan Gökcesu
Graph-Theoretical Dynamic User Pairing for Downlink NOMA Systems. IEEE Commun. Lett. 25 (10) (2021)
Kaan Gökcesu, Hakan Gökcesu
Optimal and Efficient Algorithms for General Mixable Losses against Switching Oracles. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Regret Analysis of Global Optimization in Univariate Functions with Lipschitz Derivatives. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error. CoRR (2021)
Kaan Gökcesu, Hakan Gökcesu
Recursive Experts: An Efficient Optimal Mixture of Learning Systems in Dynamic Environments. CoRR (2020)
Kaan Gökcesu, Hakan Gökcesu
A Generalized Online Algorithm for Translation and Scale Invariant Prediction with Expert Advice. CoRR (2020)
Mohammadreza Mohaghegh Neyshabouri, Kaan Gökcesu, Hakan Gökcesu, Huseyin Ozkan, Suleyman Serdar Kozat
Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
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)
Kaan Gökcesu, Mohammadreza Mohaghegh Neyshabouri, Hakan Gökcesu, Suleyman Serdar Kozat
Sequential Outlier Detection Based on Incremental Decision Trees. IEEE Trans. Signal Process. 67 (4) (2019)
Hakan Gökcesu, Suleyman Serdar Kozat
Efficient Online Convex Optimization with Adaptively Minimax Optimal Dynamic Regret. CoRR (2019)
Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat
Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple Plays. CoRR (2019)
Hakan Gökcesu, Suleyman Serdar Kozat
Minimax Optimal Online Stochastic Learning for Sequences of Convex Functions under Sub-Gradient Observation Failures. CoRR (2019)
Alper Köse, Noyan Evirgen, Hakan Gökcesu, Kaan Gökcesu, Muriel Médard
Nearly Optimal Scheduling of Wireless Ad Hoc Networks in Polynomial Time. CoRR (2017)
Noyan Evirgen, Alper Köse, Hakan Gökcesu
An Asymptotically Optimal Algorithm for Communicating Multiplayer Multi-Armed Bandit Problems. CoRR (2017)