Krzysztof Krawiec

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 57

Top Venues

Publications

Jakub Kwiatkowski, Krzysztof Krawiec
Learning abstract visual reasoning via task decomposition: A case study in Raven progressive matrices. Int. J. Appl. Math. Comput. Sci. 34 (2) (2024)
Piotr Wyrwinski, Krzysztof Krawiec
Guiding Genetic Programming with Graph Neural Networks. GECCO Companion (2024)
Andreas Schuh, Michael Morimoto, Piotr Kaszuba, Kevin Hammond, Jerry Swan, Krzysztof Krawiec, Nl Shasha Jumbe
Host-directed vibroacoustic biosignature of viral respiratory infection. BHI (2023)
Mátyás Koniorczyk, Krzysztof Krawiec, Ludmila Botelho, Nikola Besinovic, Krzysztof Domino
Application of a Hybrid Algorithm Based on Quantum Annealing to Solve a Metropolitan Scale Railway Dispatching Problem. CoRR (2023)
Iwo Bladek, Krzysztof Krawiec
Counterexample-Driven Genetic Programming for Symbolic Regression With Formal Constraints. IEEE Trans. Evol. Comput. 27 (5) (2023)
Jakub Kwiatkowski, Krzysztof Krawiec
Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices. CoRR (2023)
Krzysztof Domino, Mátyás Koniorczyk, Krzysztof Krawiec, Konrad Jalowiecki, Sebastian Deffner, Bartlomiej Gardas
Quantum Annealing in the NISQ Era: Railway Conflict Management. Entropy 25 (2) (2023)
Piotr Kaszuba, Andrew Turner, Bartosz Mikulski, Nl Shasha Jumbe, Andreas Schuh, Michael Morimoto, Peter Rexelius, Ryan Hafen, Ron Deiotte, Kevin Hammond, Jerry Swan, Krzysztof Krawiec
Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis. GECCO Companion (2023)
Krzysztof Domino, Akash Kundu, Özlem Salehi, Krzysztof Krawiec
Quadratic and higher-order unconstrained binary optimization of railway rescheduling for quantum computing. Quantum Inf. Process. 21 (9) (2022)
Krzysztof Krawiec, Dominik Kossinski
Compositional genetic programming for symbolic regression. GECCO Companion (2022)
Krzysztof Domino, Akash Kundu, Krzysztof Krawiec
Quadratic and Higher-Order Unconstrained Binary Optimization of Railway Dispatching Problem for Quantum Computing. CoRR (2021)
Krzysztof Krawiec, Malcolm I. Heywood
Solving complex problems with coevolutionary algorithms. GECCO Companion (2020)
Krzysztof Domino, Mátyás Koniorczyk, Krzysztof Krawiec, Konrad Jalowiecki, Bartlomiej Gardas
Quantum computing approach to railway dispatching and conflict management optimization on single-track railway lines. CoRR (2020)
Pawel Liskowski, Krzysztof Krawiec, Nihat Engin Toklu, Jerry Swan
Program synthesis as latent continuous optimization: evolutionary search in neural embeddings. GECCO (2020)
Pawel Liskowski, Krzysztof Krawiec, Nihat Engin Toklu
Neuromemetic Evolutionary Optimization. PPSN (1) (2020)
Alberto Moraglio, Krzysztof Krawiec
Semantic genetic programming. GECCO Companion (2020)
Iwo Bladek, Krzysztof Krawiec
Solving symbolic regression problems with formal constraints. GECCO (2019)
Tomasz P. Pawlak, Krzysztof Krawiec
Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming. IEEE Trans. Evol. Comput. 23 (1) (2019)
Jerry Swan, Krzysztof Krawiec, Zoltan A. Kocsis
Stochastic program synthesis via recursion schemes. GECCO (Companion) (2019)
Jerry Swan, Krzysztof Krawiec, Zoltan A. Kocsis
Stochastic synthesis of recursive functions made easy with bananas, lenses, envelopes and barbed wire. Genet. Program. Evolvable Mach. 20 (3) (2019)
Alberto Moraglio, Krzysztof Krawiec
Semantic genetic programming. GECCO (Companion) (2019)
Krzysztof Krawiec, Malcolm I. Heywood
Solving complex problems with coevolutionary algorithms. GECCO (Companion) (2019)
Iwo Bladek, Krzysztof Krawiec, Jerry Swan
Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications. Evol. Comput. 26 (3) (2018)
Pawel Liskowski, Bartosz Wieloch, Krzysztof Krawiec
Neural estimation of interaction outcomes. GECCO (2018)
Krzysztof Krawiec, Iwo Bladek, Jerry Swan, John H. Drake
Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs. IJCAI (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
Pawel Liskowski, Wojciech Jaskowski, Krzysztof Krawiec
Learning to Play Othello With Deep Neural Networks. IEEE Trans. Games 10 (4) (2018)
Jakub Bednarek, Karol Piaskowski, Krzysztof Krawiec
Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language. CoRR (2018)
Pawel Liskowski, Iwo Bladek, Krzysztof Krawiec
Neuro-guided genetic programming: prioritizing evolutionary search with neural networks. GECCO (2018)
Tomasz P. Pawlak, Krzysztof Krawiec
Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis. Evol. Comput. 26 (2) (2018)
Krzysztof Krawiec, Malcolm I. Heywood
Solving complex problems with coevolutionary algorithms. GECCO (Companion) (2018)
Steven B. Fine, Erik Hemberg, Krzysztof Krawiec, Una-May O'Reilly
Exploiting Subprograms in Genetic Programming. GPTP (2017)
Iwo Bladek, Krzysztof Krawiec
Evolutionary Program Sketching. EuroGP (2017)
Pawel Liskowski, Krzysztof Krawiec
Discovery of search objectives in continuous domains. GECCO (2017)
Alberto Moraglio, Krzysztof Krawiec
Geometric semantic genetic programming for recursive boolean programs. GECCO (2017)
Krzysztof Krawiec, Iwo Bladek, Jerry Swan
Counterexample-driven genetic programming. GECCO (2017)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonçalves
PSXO: population-wide semantic crossover. GECCO (Companion) (2017)
Maciej Dwornik, Anna Franczyk, Andrzej Lesniak, Krzysztof Krawiec
Influence of initial water saturation in earthen levees on results of numerical modelling of infiltration processes. Comput. Sci. 18 (4) (2017)
Krzysztof Krawiec, Malcolm I. Heywood
Solving complex problems with coevolutionary algorithms. GECCO (Companion) (2017)
Pawel Liskowski, Wojciech Jaskowski, Krzysztof Krawiec
Learning to Play Othello with Deep Neural Networks. CoRR (2017)
Tomasz P. Pawlak, Krzysztof Krawiec
Synthesis of Mathematical Programming Constraints with Genetic Programming. EuroGP (2017)
Jerry Swan, Krzysztof Krawiec, Neil Ghani
Polytypic Genetic Programming. EvoApplications (2) (2017)
Tomasz P. Pawlak, Krzysztof Krawiec
Automatic synthesis of constraints from examples using mixed integer linear programming. Eur. J. Oper. Res. 261 (3) (2017)
Pawel Liskowski, Krzysztof Krawiec
Online Discovery of Search Objectives for Test-Based Problems. Evol. Comput. 25 (3) (2017)
Jerzy Stefanowski, Krzysztof Krawiec, Robert Wrembel
Exploring complex and big data. Int. J. Appl. Math. Comput. Sci. 27 (4) (2017)
Krzysztof Krawiec, Malcolm I. Heywood
Solving Complex Problems with Coevolutionary Algorithms. GECCO (Companion) (2016)
Wojciech Jaskowski, Pawel Liskowski, Marcin Grzegorz Szubert, Krzysztof Krawiec
The performance profile: A multi-criteria performance evaluation method for test-based problems. Int. J. Appl. Math. Comput. Sci. 26 (1) (2016)
Jerry Swan, Krzysztof Krawiec
Discovering Relational Structure in Program Synthesis Problems with Analogical Reasoning. GPTP (2016)
Tomasz P. Pawlak, Krzysztof Krawiec
Semantic Geometric Initialization. EuroGP (2016)
Pawel Liskowski, Krzysztof Krawiec
Surrogate Fitness via Factorization of Interaction Matrix. EuroGP (2016)
Krzysztof Krawiec, Jerry Swan
Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture. CoRR (2016)
Pawel Liskowski, Krzysztof Krawiec
Online Discovery of Search Objectives for Test-based Problems. GECCO (Companion) (2016)
Pawel Liskowski, Krzysztof Krawiec
Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming. GECCO (2016)
Alberto Moraglio, Krzysztof Krawiec
Semantic Genetic Programming. GECCO (Companion) (2016)
Iwo Bladek, Krzysztof Krawiec
Simultaneous Synthesis of Multiple Functions using Genetic Programming with Scaffolding. GECCO (Companion) (2016)
Pawel Liskowski, Krzysztof Krawiec
Segmenting Retinal Blood Vessels With Deep Neural Networks. IEEE Trans. Medical Imaging 35 (11) (2016)
Tomasz P. Pawlak, Krzysztof Krawiec
Progress properties and fitness bounds for geometric semantic search operators. Genet. Program. Evolvable Mach. 17 (1) (2016)
Alberto Moraglio, Krzysztof Krawiec
Semantic Genetic Programming. GECCO (Companion) (2015)
Karolina Stanislawska, Krzysztof Krawiec, Timo Vihma
Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions. GECCO (2015)
Anna Pieta, Krzysztof Krawiec
Random Set Method Application to Flood Embankment Stability Modelling. ICCS (2015)
Wojciech Jaskowski, Marcin Grzegorz Szubert, Pawel Liskowski, Krzysztof Krawiec
High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris. GECCO (2015)
Malcolm I. Heywood, Krzysztof Krawiec
Solving Complex Problems with Coevolutionary Algorithms. GECCO (Companion) (2015)
Pawel Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector
Comparison of Semantic-aware Selection Methods in Genetic Programming. GECCO (Companion) (2015)
Marcin Grzegorz Szubert, Wojciech Jaskowski, Pawel Liskowski, Krzysztof Krawiec
The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents. EvoApplications (2015)
Krzysztof Krawiec, Pawel Liskowski
Automatic Derivation of Search Objectives for Test-Based Genetic Programming. EuroGP (2015)
Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
Review and comparative analysis of geometric semantic crossovers. Genet. Program. Evolvable Mach. 16 (3) (2015)
Jeannie M. Fitzgerald, Conor Ryan, David Medernach, Krzysztof Krawiec
An Integrated Approach to Stage 1 Breast Cancer Detection. GECCO (2015)
Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
Semantic Backpropagation for Designing Search Operators in Genetic Programming. IEEE Trans. Evol. Comput. 19 (3) (2015)
Krzysztof Krawiec, Mikolaj A. Pawlak
Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels. EvoApplications (2015)
Krzysztof Krawiec, Jerry Swan, Una-May O'Reilly
Behavioral Program Synthesis: Insights and Prospects. GPTP (2015)
Krzysztof Krawiec
Genetic programming: where meaning emerges from program code. Genet. Program. Evolvable Mach. 15 (1) (2014)
Krzysztof Krawiec, Una-May O'Reilly
Behavioral Search Drivers for Genetic Programing. EuroGP (2014)
Conor Ryan, Krzysztof Krawiec, Una-May O'Reilly, Jeannie Fitzgerald, David Medernach
Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming. EuroGP (2014)
Pawel Liskowski, Krzysztof Krawiec
Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems. PPSN (2014)
Wojciech Jaskowski, Krzysztof Krawiec, Bartosz Wieloch
Cross-task code reuse in genetic programming applied to visual learning. Int. J. Appl. Math. Comput. Sci. 24 (1) (2014)
Ignacio Arnaldo, Krzysztof Krawiec, Una-May O'Reilly
Multiple regression genetic programming. GECCO (2014)
Krzysztof Krawiec
Metaheuristic design pattern: candidate solution repair. GECCO (Companion) (2014)
Krzysztof Krawiec, Una-May O'Reilly
Behavioral programming: a broader and more detailed take on semantic GP. GECCO (2014)
Krzysztof Krawiec, Armando Solar-Lezama
Improving Genetic Programming with Behavioral Consistency Measure. PPSN (2014)
Bartosz Wieloch, Krzysztof Krawiec
Running programs backwards: instruction inversion for effective search in semantic spaces. GECCO (2013)
Krzysztof Krawiec, Jerry Swan
Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism. AAAI Fall Symposia (2013)
Marcin Grzegorz Szubert, Wojciech Jaskowski, Krzysztof Krawiec
On Scalability, Generalization, and Hybridization of Coevolutionary Learning: A Case Study for Othello. IEEE Trans. Comput. Intell. AI Games 5 (3) (2013)
Marcin Grzegorz Szubert, Wojciech Jaskowski, Pawel Liskowski, Krzysztof Krawiec
Shaping fitness function for evolutionary learning of game strategies. GECCO (2013)
Krzysztof Krawiec, Mateusz Nawrocki
Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors. EvoApplications (2013)
Krzysztof Krawiec, Jerry Swan
Pattern-guided genetic programming. GECCO (2013)
Krzysztof Krawiec, Tomasz Pawlak
Approximating geometric crossover by semantic backpropagation. GECCO (2013)
Wojciech Jaskowski, Pawel Liskowski, Marcin Grzegorz Szubert, Krzysztof Krawiec
Improving coevolution by random sampling. GECCO (2013)
Krzysztof Krawiec, Tomasz Pawlak
Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators. Genet. Program. Evolvable Mach. 14 (1) (2013)
Krzysztof Krawiec, Tomasz Pawlak
Quantitative Analysis of Locally Geometric Semantic Crossover. PPSN (1) (2012)
Krzysztof Krawiec, Tomasz Pawlak
Locally geometric semantic crossover. GECCO (Companion) (2012)
Krzysztof Krawiec
Medial Crossovers for Genetic Programming. EuroGP (2012)
Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson
Geometric Semantic Genetic Programming. PPSN (1) (2012)
James McDermott, David Robert White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth A. De Jong, Una-May O'Reilly
Genetic programming needs better benchmarks. GECCO (2012)
Krzysztof Krawiec
On relationships between semantic diversity, complexity and modularity of programming tasks. GECCO (2012)
Marcin Grzegorz Szubert, Krzysztof Krawiec
Autonomous Shaping via Coevolutionary Selection of Training Experience. PPSN (2) (2012)
Karolina Stanislawska, Krzysztof Krawiec, Zbigniew W. Kundzewicz
Modeling global temperature changes with genetic programming. Comput. Math. Appl. 64 (12) (2012)
Wojciech Jaskowski, Krzysztof Krawiec
Formal Analysis, Hardness, and Algorithms for Extracting Internal Structure of Test-Based Problems. Evol. Comput. 19 (4) (2011)
Krzysztof Krawiec
Learnable Embeddings of Program Spaces. EuroGP (2011)
Wojciech Jaskowski, Krzysztof Krawiec
How many dimensions in co-optimization. GECCO (Companion) (2011)
Krzysztof Krawiec
Semantically embedded genetic programming: automated design of abstract program representations. GECCO (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Krzysztof Krawiec