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Papers matching “probability sampling” 46

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Verifying Sampling Algorithms via Distributional Invariants
2026 Lecture notes in computer science conference-paper Computer Science Logic, programming, and type systems Open access

Daniel Zilken, Kevin Batz, Joost-Pieter Katoen, Tobias Winkler

1

citations
Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling
2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Marie Anastacio, Holger H. Hoos

5

citations
On Sampling-Based Training Criteria for Neural Language Modeling
2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Yingbo Gao, David Thulke, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney

0

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Machine Learning and Data Classification Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations
Self-Normalized Importance Sampling for Neural Language Modeling
2022 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis

Zijian Győző Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney

1

citations
Self-Normalized Importance Sampling for Neural Language Modeling
2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney

0

citations
Efficient Sparsification of Simplicial Complexes via Local Densities of States
2025 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Anton Savostianov, Michael T. Schaub, Nicola Guglielmi, Francesco Tudisco

0

citations
Performance of quantum annealing for 2-satisfiability problems with multiple satisfying assignments
2025 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access

Hans A. De Raedt, Kristel F. L. Michielsen, Fengping Jin

5

citations
From Barren Plateaus Through Fertile Valleys: Conic Extensions of Parameterised Quantum Circuits
2025 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

Lennart Binkowski, Gereon Koßmann, Tobias J. Osborne, René Schwonnek, Timo Ziegler

1

citations
Random Abstract Cell Complexes
2024 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Josef Hoppe, Michael T. Schaub

0

citations
Tabu-driven Quantum Neighborhood Samplers
2020 Leiden Repository (Leiden University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

3

citations
Kernel conditional tests from learning-theoretic bounds
2025 neural information processing systems conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe

0

citations
SGD Biased towards Early Important Samples for Efficient Training
2023 Proceedings conference-paper Computer Science Stochastic Gradient Optimization Techniques

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

3

citations
Statistical Learning Theory for Distributional Classification
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Machine Learning and Algorithms Open access

Christian Fiedler

0

citations
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
2024 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Jörn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange‐Hegermann, Fabian Mies

0

citations
Sequential Outlier Detection in Nonstationary Time Series
2025 Journal of Time Series Analysis article Computer Science Anomaly Detection Techniques and Applications Open access

Florian Heinrichs, Patrick J. Bastian, Holger Dette

2

citations
A New Separation Index and Classification Techniques Based on Shannon Entropy
2023 Methodology And Computing In Applied Probability article Computer Science Bayesian Methods and Mixture Models Open access

Jorge Navarro, Francesco Buono, Jorge M. Arevalillo

9

citations
Scenario-Based Verification of Uncertain MDPs
2020 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

Murat Cubuktepe, Nils Jansen, Sebastian Junges, Joost-Pieter Katoen, Ufuk Topcu

20

citations
Scenario-based verification of uncertain parametric MDPs
2022 International Journal on Software Tools for Technology Transfer article Computer Science Formal Methods in Verification Open access

Thom Badings, Murat Cubuktepe, Nils Jansen, Sebastian Junges, Joost-Pieter Katoen, Ufuk Topcu

2

citations
Exposing Finite-Depth, Finite-Shot Guarantees for Constrained Quantum Optimization via Fejér Filtering
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Chinonso Onah, Kristel F. L. Michielsen

0

citations
Robust Shielding for Safe Reinforcement Learning
2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Edwin Hamel-De le Court, Thom Badings, Alessandro Abate, Francesco Belardinelli, Francesco Fabiano

0

citations
Reasoning about Parameterized Recursive Quantum Programs with Ancilla Data and Probabilistic Control
2026 ACM Transactions on Computational Logic article Computer Science Logic, programming, and type systems Open access

Dominique Unruh, Benoît Valiron, Mingsheng Ying

0

citations
Optical Time-Domain Quantum State Tomography on a Subcycle Scale
2024 Physical Review X article Computer Science Quantum Information and Cryptography Open access

Emanuel Hubenschmid, Thiago L. M. Guedes, Guido Burkard

10

citations
Making use of NXt to nothing
2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert

16

citations
Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests
2024 Symmetry article Computer Science Gaussian Processes and Bayesian Inference Open access

Andrea Coccaro, Marco Letizia, Humberto Reyes-González, Riccardo Torre

11

citations