Serdar Kadioglu

Orcid: 0000-0002-4672-6830

According to our database1, Serdar Kadioglu authored at least 47 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth.
CoRR, 2024

The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings.
CoRR, 2024

Building Higher-Order Abstractions from the Components of Recommender Systems.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Explainable Artificial Intelligence Using Expressive Boolean Formulas.
Mach. Learn. Knowl. Extr., December, 2023

Modeling uncertainty to improve personalized recommendations via Bayesian deep learning.
Int. J. Data Sci. Anal., August, 2023

Seq2Pat: Sequence-to-pattern generation to bridge pattern mining with machine learning.
AI Mag., March, 2023

Holy Grail 2.0: From Natural Language to Constraint Models.
CoRR, 2023

Explainable AI using expressive Boolean formulas.
CoRR, 2023

Surrogate Membership for Inferred Metrics in Fairness Evaluation.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Read-Write-Learn: Self-Learning for Handwriting Recognition.
Proceedings of the ACM Symposium on Document Engineering 2023, 2023

Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023

2022
Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It.
Trans. Mach. Learn. Res., 2022

Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis.
Frontiers Artif. Intell., 2022

Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets.
CoRR, 2022

Bias mitigation in recommender systems to improve diversity.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
MABWISER: Parallelizable Contextual Multi-armed Bandits.
Int. J. Artif. Intell. Tools, 2021

Active Learning Meets Optimized Item Selection.
CoRR, 2021

Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem.
CoRR, 2021

Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Optimized Item Selection to Boost Exploration for Recommender Systems.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

Representing the Unification of Text Featurization using a Context-Free Grammar.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019
Core group placement: allocation and provisioning of heterogeneous resources.
EURO J. Comput. Optim., 2019

Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2017
Column Generation for Interaction Coverage in Combinatorial Software Testing.
CoRR, 2017

Learning a Reactive Restart Strategy to Improve Stochastic Search.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

2016
DASH: Dynamic Approach for Switching Heuristics.
Eur. J. Oper. Res., 2016

Heterogeneous resource allocation in Cloud Management.
Proceedings of the 15th IEEE International Symposium on Network Computing and Applications, 2016

Availability Optimization in Cloud-Based In-Memory Data Grids.
Proceedings of the Principles and Practice of Constraint Programming, 2016

2015
Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits.
Comput. Speech Lang., 2015

Efficient search procedures for solving combinatorial problems.
Constraints An Int. J., 2015

Optimizing the Cloud Service Experience Using Constraint Programming.
Proceedings of the Principles and Practice of Constraint Programming, 2015

2014
Transformation-based Feature Computation for Algorithm Portfolios.
CoRR, 2014

Parallel Restarted Search.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2012
Efficient Search Procedures for Solving Combinatorial Problems.
PhD thesis, 2012

Feature Selection for Speaker Traits.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Non-Model-Based Search Guidance for Set Partitioning Problems.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Incorporating Variance in Impact-Based Search.
Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

Algorithm Selection and Scheduling.
Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

2010
Grammar constraints.
Constraints An Int. J., 2010

ISAC - Instance-Specific Algorithm Configuration.
Proceedings of the ECAI 2010, 2010

Upper Bounds on the Number of Solutions of Binary Integer Programs.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

2009
Dialectic Search.
Proceedings of the Principles and Practice of Constraint Programming, 2009

Same-Relation Constraints.
Proceedings of the Principles and Practice of Constraint Programming, 2009

2008
Dichotomic Search Protocols for Constrained Optimization.
Proceedings of the Principles and Practice of Constraint Programming, 2008

Efficient Context-Free Grammar Constraints.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008


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