Identifiers
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name variant
Marek Cygan
0.60 · backfill
Papers (74)
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Reward-Conditioned Reinforcement Learning
cs.LG · 2026 · author #2
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Debate2Create: Robot Co-design via Multi-Agent LLM Debate
cs.RO · 2025 · author #2
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Decoupled Relative Learning Rate Schedules
cs.LG · 2025 · author #9
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Projected Compression: Trainable Projection for Efficient Transformer Compression
cs.LG · 2025 · author #7
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Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
cs.LG · 2025 · author #2
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Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
cs.LG · 2025 · author #7
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What Matters in Hierarchical Search for Combinatorial Reasoning Problems?
cs.LG · 2024 · author #6
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Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control
cs.LG · 2024 · author #5
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A Case for Validation Buffer in Pessimistic Actor-Critic
cs.LG · 2024 · author #3
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Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
cs.LG · 2024 · author #6
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Scaling Laws for Fine-Grained Mixture of Experts
cs.LG · 2024 · author #11
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MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
cs.LG · 2024 · author #9
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On the Theory of Risk-Aware Agents: Bridging Actor-Critic and Economics
cs.LG · 2023 · author #2
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Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
cs.CL · 2023 · author #9
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Grasping Student: semi-supervised learning for robotic manipulation
cs.RO · 2023 · author #5
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Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding
cs.CV · 2022 · author #5
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On Many-Actions Policy Gradient
cs.LG · 2022 · author #2
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One Simple Trick to Fix Your Bayesian Neural Network
stat.ML · 2022 · author #4
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n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation
cs.CV · 2021 · author #3
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Tight Bounds on Subexponential Time Approximation of Set Cover and Related Problems
cs.DS · 2020 · author #1
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On subexponential running times for approximating directed Steiner tree and related problems
cs.DS · 2018 · author #1
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Randomized contractions meet lean decompositions
cs.DS · 2018 · author #1
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Online Facility Location with Deletions
cs.DS · 2018 · author #1
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From Gap-ETH to FPT-Inapproximability: Clique, Dominating Set, and More
cs.CC · 2017 · author #2
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Improving TSP tours using dynamic programming over tree decomposition
cs.DS · 2017 · author #1
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On problems equivalent to (min,+)-convolution
cs.DS · 2017 · author #1
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Approximation and Parameterized Complexity of Minimax Approval Voting
cs.DS · 2016 · author #1
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Hardness of approximation for H-free edge modification problems
cs.DS · 2016 · author #2
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Tight Lower Bounds on Graph Embedding Problems
cs.DS · 2016 · author #1
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Lower bounds for approximation schemes for Closest String
cs.DS · 2015 · author #1
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Lower bounds for the parameterized complexity of Minimum Fill-in and other completion problems
cs.CC · 2015 · author #2
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Algorithmic Complexity of Power Law Networks
cs.DS · 2015 · author #2
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The Hardness of Subgraph Isomorphism
cs.DS · 2015 · author #1
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Polynomial kernelization for removing induced claws and diamonds
cs.DS · 2015 · author #1
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Hitting forbidden subgraphs in graphs of bounded treewidth
cs.DS · 2014 · author #1
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Approximating Upper Degree-Constrained Partial Orientations
cs.DS · 2014 · author #1
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Kernelization lower bound for Permutation Pattern Matching
cs.DS · 2014 · author #2
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Constant Factor Approximation for Capacitated k-Center with Outliers
cs.DS · 2014 · author #2
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Minimum Bisection is fixed parameter tractable
cs.DS · 2013 · author #1
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Fast branching algorithm for Cluster Vertex Deletion
cs.DS · 2013 · author #2
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Tight Kernel Bounds for Problems on Graphs with Small Degeneracy
cs.DS · 2013 · author #1
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The planar directed k-Vertex-Disjoint Paths problem is fixed-parameter tractable
cs.DM · 2013 · author #1
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Improved approximation for 3-dimensional matching via bounded pathwidth local search
cs.DS · 2013 · author #1
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Faster exponential-time algorithms in graphs of bounded average degree
cs.DS · 2013 · author #1
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On Pairwise Spanners
cs.DS · 2013 · author #1
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Fast Hamiltonicity checking via bases of perfect matchings
cs.DS · 2012 · author #1
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Solving weighted and counting variants of connectivity problems parameterized by treewidth deterministically in single exponential time
cs.DS · 2012 · author #2
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LP Rounding for k-Centers with Non-uniform Hard Capacities
cs.DS · 2012 · author #1
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On fixed-parameter algorithms for Split Vertex Deletion
cs.DS · 2012 · author #1
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Designing FPT algorithms for cut problems using randomized contractions
cs.DS · 2012 · author #2
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Directed Subset Feedback Vertex Set is Fixed-Parameter Tractable
cs.DS · 2012 · author #2
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Algorithmic Applications of Baur-Strassen's Theorem: Shortest Cycles, Diameter and Matchings
cs.DS · 2012 · author #1
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Known algorithms for EDGE CLIQUE COVER are probably optimal
cs.DS · 2012 · author #1
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Deterministic parameterized connected vertex cover
cs.DS · 2012 · author #1
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Sitting closer to friends than enemies, revisited
cs.DS · 2012 · author #1
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On group feedback vertex set parameterized by the size of the cutset
cs.DS · 2011 · author #1
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On Problems as Hard as CNFSAT
cs.DS · 2011 · author #1
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Steiner Forest Orientation Problems
cs.DS · 2011 · author #1
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Clique cover and graph separation: New incompressibility results
cs.DS · 2011 · author #1
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Parameterized Complexity of Firefighting Revisited
cs.DM · 2011 · author #1
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Scheduling partially ordered jobs faster than 2^n
cs.DS · 2011 · author #1
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On Multiway Cut parameterized above lower bounds
cs.DS · 2011 · author #1
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Channel Assignment via Fast Zeta Transform
cs.DS · 2011 · author #1
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Solving connectivity problems parameterized by treewidth in single exponential time
cs.DS · 2011 · author #1
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Approximation Algorithms for Union and Intersection Covering Problems
cs.DS · 2011 · author #1
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Dominating Set is Fixed Parameter Tractable in Claw-free Graphs
cs.DS · 2010 · author #1
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Bandwidth and Distortion Revisited
cs.DS · 2010 · author #1
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The stubborn problem is stubborn no more (a polynomial algorithm for 3-compatible colouring and the stubborn list partition problem)
cs.DS · 2010 · author #1
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Subset feedback vertex set is fixed parameter tractable
cs.DS · 2010 · author #1
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A Planar Linear Arboricity Conjecture
math.CO · 2009 · author #1
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Fast Approximation in Subspaces by Doubling Metric Decomposition
cs.DS · 2009 · author #1
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Beyond O*(2^n) in domination-type problems
cs.DS · 2009 · author #1
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Even Faster Exact Bandwidth
cs.CC · 2009 · author #1
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Exponential-Time Approximation of Hard Problems
cs.DS · 2008 · author #1
Mentions
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2507.03526
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2506.22255
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