List of works - Suleyman Serdar Kozat

A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm

scientific article published on 28 August 2014

A unified approach to universal prediction: generalized upper and lower bounds

scientific article published in March 2015

Adaptive Reference Levels in a Level-Crossing Analog-to-Digital Converter

An Online Causal Inference Framework for Modeling and Designing Systems Involving User Preferences: A State-Space Approach

An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit Problem

scientific article published on 08 March 2018

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures

scientific article published on 02 August 2018

Data imputation through the identification of local anomalies

scientific article

Efficient Online Learning Algorithms Based on LSTM Neural Networks

scientific article

Embedding and retrieving private metadata in electrocardiograms.

scientific article published on August 2009

Energy-Efficient LSTM Networks for Online Learning

scientific article published on 13 September 2019

Nonuniformly Sampled Data Processing Using LSTM Networks

scientific article published on 01 October 2018

Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators

scientific article published on 27 August 2020

Online Density Estimation of Nonstationary Sources Using Exponential Family of Distributions

scientific article

Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences

scientific article published on 07 December 2017

Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines.

scientific article

The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis

scholarly article by Muhammed O. Sayin et al published April 2015 in Signal Processing

Unsupervised Anomaly Detection With LSTM Neural Networks

scientific article published on 13 September 2019

User Feedback-based Online Learning for Intent Classification

scientific article published on 07 October 2023

List of works by Suleyman Serdar Kozat

A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm

A unified approach to universal prediction: generalized upper and lower bounds

Adaptive Reference Levels in a Level-Crossing Analog-to-Digital Converter

An Online Causal Inference Framework for Modeling and Designing Systems Involving User Preferences: A State-Space Approach

An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit Problem

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures

Data imputation through the identification of local anomalies

Efficient Online Learning Algorithms Based on LSTM Neural Networks

Embedding and retrieving private metadata in electrocardiograms.

Energy-Efficient LSTM Networks for Online Learning

Nonuniformly Sampled Data Processing Using LSTM Networks

Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators

Online Density Estimation of Nonstationary Sources Using Exponential Family of Distributions

Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences

Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines.

The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis

Unsupervised Anomaly Detection With LSTM Neural Networks

User Feedback-based Online Learning for Intent Classification