Hakan Gökcesu

48 papers A* 1B 1Journal 45Unranked 1

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