| 2023 | ASRU | Importance of Smoothness Induced by Optimizers in Fl4Asr: Towards Understanding Federated Learning for End-To-End ASR. | Sheikh Shams Azam, Tatiana Likhomanenko, Martin Pelikan, Jan Honza Silovsky |
| 2019 | IMC | Reducing Permission Requests in Mobile Apps. | Sai Teja Peddinti, Igor Bilogrevic, Nina Taft, Martin Pelikan, lfar Erlingsson, Pauline Anthonysamy, Giles Hogben |
| 2013 | GECCO | Factor graph based factorization distribution algorithm. | B. Hoda Helmi, Adel Torkaman Rahmani, Martin Pelikan |
| 2012 | GECCO | Influence of selection on structure learning in markov network EDAs: an empirical study. | Alexander E. I. Brownlee, John A. W. McCall, Martin Pelikan |
| 2012 | GECCO | Image segmentation using a genetic algorithm and hierarchical local search. | Mark Hauschild, Sanjiv K. Bhatia, Martin Pelikan |
| 2012 | GECCO | Linkage learning using the maximum spanning tree of the dependency graph. | B. Hoda Helmi, Martin Pelikan, Adel Torkaman Rahmani |
| 2012 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2012 | GECCO | Distance-based bias in model-directed optimization of additively decomposable problems. | Martin Pelikan, Mark Hauschild |
| 2012 | PPSN | Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA. | Martin Pelikan, Mark Hauschild, Pier Luca Lanzi |
| 2011 | GECCO | Advanced neighborhoods and problem difficulty measures. | Mark Hauschild, Martin Pelikan |
| 2011 | GECCO | Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions. | Martin Pelikan |
| 2011 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2011 | GECCO | Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm. | Martin Pelikan, Mark Hauschild, Dirk Thierens |
| 2010 | GECCO | Network crossover performance on NK landscapes and deceptive problems. | Mark Hauschild, Martin Pelikan |
| 2010 | GECCO | NK landscapes, problem difficulty, and hybrid evolutionary algorithms. | Martin Pelikan |
| 2010 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2010 | GECCO | Spurious dependencies and EDA scalability. | Elizabeth Radetic, Martin Pelikan |
| 2010 | PPSN | Performance of Network Crossover on NK Landscapes and Spin Glasses. | Mark Hauschild, Martin Pelikan |
| 2009 | GECCO | Intelligent bias of network structures in the hierarchical BOA. | Mark Hauschild, Martin Pelikan |
| 2009 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2009 | GECCO | Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions. | Martin Pelikan, Helmut G. Katzgraber |
| 2009 | GECCO | Initial-population bias in the univariate estimation of distribution algorithm. | Martin Pelikan, Kumara Sastry |
| 2009 | GECCO | Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. | Martin Pelikan, Kumara Sastry, David E. Goldberg, Martin V. Butz, Mark Hauschild |
| 2009 | GECCO | Effects of a deterministic hill climber on hBOA. | Elizabeth Radetic, Martin Pelikan, David E. Goldberg |
| 2008 | GECCO | An application of a multivariate estimation of distribution algorithm to cancer chemotherapy. | Alexander E. I. Brownlee, Martin Pelikan, John A. W. McCall, Andrei Petrovski |
| 2008 | GECCO | Using previous models to bias structural learning in the hierarchical BOA. | Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2008 | GECCO | From mating pool distributions to model overfitting. | Cludio F. Lima, Fernando G. Lobo, Martin Pelikan |
| 2008 | GECCO | Analysis of estimation of distribution algorithms and genetic algorithms on NK landscapes. | Martin Pelikan |
| 2008 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2008 | GECCO | Finding ground states of Sherrington-Kirkpatrick spin glasses with hierarchical boa and genetic algorithms. | Martin Pelikan, Helmut G. Katzgraber, Sigismund Kobe |
| 2008 | GECCO | iBOA: the incremental bayesian optimization algorithm. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2008 | PPSN | Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions. | Mark Hauschild, Martin Pelikan |
| 2007 | CEC | Influence of selection and replacement strategies on linkage learning in BOA. | Cludio F. Lima, Martin Pelikan, David E. Goldberg, Fernando G. Lobo, Kumara Sastry, Mark Hauschild |
| 2007 | GECCO | Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. | Mark Hauschild, Martin Pelikan, Cludio F. Lima, Kumara Sastry |
| 2007 | GECCO | Probabilistic model-building genetic algorithms. | Martin Pelikan |
| 2007 | GECCO | Obtaining ground states of ising spin glasses via optimizing bonds instead of spins. | Martin Pelikan, Alexander K. Hartmann |
| 2007 | GECCO | Hybrid evolutionary algorithms on minimum vertex cover for random graphs. | Martin Pelikan, Rajiv Kalapala, Alexander K. Hartmann |
| 2007 | GECCO | Order or not: does parallelization of model building in hBOA affect its scalability? | Martin Pelikan, James D. Laury Jr. |
| 2007 | GECCO | Dependency trees, permutations, and quadratic assignment problem. | Martin Pelikan, Shigeyoshi Tsutsui, Rajiv Kalapala |
| 2007 | GECCO | Empirical analysis of ideal recombination on random decomposable problems. | Kumara Sastry, Martin Pelikan, David E. Goldberg |
| 2007 | GECCO | Population sizing for entropy-based model building in discrete estimation of distribution algorithms. | Tian-Li Yu, Kumara Sastry, David E. Goldberg, Martin Pelikan |
| 2006 | GECCO | Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions. | Martin V. Butz, Martin Pelikan |
| 2006 | GECCO | Hierarchical BOA on random decomposable problems. | Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2006 | GECCO | Sporadic model building for efficiency enhancement of hierarchical BOA. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2006 | PPSN | Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. | Cludio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo |
| 2006 | PPSN | Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses. | Martin Pelikan, Alexander K. Hartmann, Kumara Sastry |
| 2006 | PPSN | Performance of Evolutionary Algorithms on Random Decomposable Problems. | Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2005 | CEC | Limits of scalability of multiobjective estimation of distribution algorithms. | Kumara Sastry, David E. Goldberg, Martin Pelikan |
| 2005 | CEC | Performance of aggregation pheromone system on unimodal and multimodal problems. | Shigeyoshi Tsutsui, Martin Pelikan, Ashish Ghosh |
| 2005 | GECCO | Extracted global structure makes local building block processing effective in XCS. | Martin V. Butz, Martin Pelikan, Xavier Llor, David E. Goldberg |
| 2005 | GECCO | Scalability of genetic programming and probabilistic incremental program evolution. | Radovan Ondas, Martin Pelikan, Kumara Sastry |
| 2005 | GECCO | Multiobjective hBOA, clustering, and scalability. | Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2004 | CEC | Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation. | Kumara Sastry, Martin Pelikan, David E. Goldberg |
| 2004 | GECCO | Parameter-Less Hierarchical BOA. | Martin Pelikan, Tz-Kai Lin |
| 2004 | GECCO | Computational Complexity and Simulation of Rare Events of Ising Spin Glasses. | Martin Pelikan, Jiri Ocenasek, Simon Trebst, Matthias Troyer, Fabien Alet |
| 2004 | GECCO | Fitness Inheritance in the Bayesian Optimization Algorithm. | Martin Pelikan, Kumara Sastry |
| 2003 | GECCO | Design of Multithreaded Estimation of Distribution Algorithms. | Jiri Ocenasek, Josef Schwarz, Martin Pelikan |
| 2003 | GECCO | Hierarchical BOA Solves Ising Spin Glasses and MAXSAT. | Martin Pelikan, David E. Goldberg |
| 2002 | GECCO | Multiple-objective Bayesian Optimization Algorithm. | Nazan Khan, David E. Goldberg, Martin Pelikan |
| 2002 | GECCO | Combining The Strengths Of Bayesian Optimization Algorithm And Adaptive Evolution Strategies. | Martin Pelikan, David E. Goldberg, Shigeyoshi Tsutsui |
| 2000 | GECCO | Time Complexity of genetic algorithms on exponentially scaled problems. | Fernando G. Lobo, David E. Goldberg, Martin Pelikan |
| 2000 | GECCO | Hierarchical Problem Solving and the Bayesian Optimization Algorithm. | Martin Pelikan, David E. Goldberg |
| 2000 | GECCO | Bayesian Optimization Algorithm, Population Sizing, and Time to Convergence. | Martin Pelikan, David E. Goldberg, Erick Cant-Paz |
| 2000 | GECCO | Parameter-less Genetic Algorithm: A Worst-case Time and Space Complexity Analysis. | Martin Pelikan, Fernando G. Lobo |
| 2000 | PPSN | Genetic Algorithms, Clustering, and the Breaking of Symmetry. | Martin Pelikan, David E. Goldberg |