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Papers matching “generalization guarantees” 42

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Artificial General Intelligence (AGI)
2025 Underline Science Inc. other Computer Science Psychiatry, Mental Health, Neuroscience Open access

Eric Horvitz

0

citations
Shifting-based Optimizable Linear Relaxations for General Activation Functions
2026 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Philipp Kern, László Antal, Erika Ábrahám, Carsten Sinz

0

citations
Supervised Learning with Quantum Hamiltonian Embeddings
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Riccardo Molteni, Minjun Jeon, Paolo Braccia, Abhinav Deshpande, Vedran Dunjko, Liang Jiang, +5 more

0

citations
Cautious optimism for deep parameterized quantum circuits
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Marie Kempkes, Elies Gil-Fuster, Carlos Bravo-Prieto, Aroosa Ijaz, Alissa Wilms, Jens Eisert, +2 more

1

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

1

citations
Semiring Provenance for Fixed-Point Logic
2021 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Logic, Reasoning, and Knowledge Open access

Katrin M. Dannert, Erich Grädel, Matthias Naaf, Val Tannen

12

citations
Optimal rates of convergence for entropy regularization in discounted Markov decision processes
2026 Information and Inference A Journal of the IMA article Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı

4

citations
Which Algorithms Can Graph Neural Networks Learn?
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Solveig Wittig, Antonis Vasileiou, Robert R. Nerem, Timo Stoll, Floris Geerts, Yusu Wang, +1 more

4

citations
Investigations on neural networks, discriminative training criteria and error bounds
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Markus Nußbaum-Thom

0

citations
Towards quantum advantage via topological data analysis
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 4 patents

Casper Gyurik, Chris Cade, Vedran Dunjko

42

citations
Strategy Synthesis for POMDPs in Robot Planning via Game-Based Abstractions
2020 IEEE Transactions on Automatic Control article Computer Science Formal Methods in Verification Open access

Leonore Winterer, Sebastian Junges, Ralf Wimmer, Nils Jansen, Ufuk Topcu, Joost-Pieter Katoen, +1 more

13

citations
Foundations for Deductive Verification of Continuous Probabilistic Programs: From Lebesgue to Riemann and Back
2025 Proceedings of the ACM on Programming Languages article Computer Science Logic, programming, and type systems Open access

Kevin Batz, Joost-Pieter Katoen, Francesca Randone, Tobias Winkler

11

citations
Quantum Advantage in Learning Quantum Dynamics via Fourier coefficient extraction
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

6

citations
Inclusion Depth for Contour Ensembles
2024 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access

Nicolas F. Chaves-de-Plaza, Prerak Mody, Marius Staring, René van Egmond, Anna Vilanova, Klaus Hildebrandt

4

citations
Synthesizing and optimizing FDIR recovery strategies from fault trees
2020 Science of Computer Programming article Computer Science Formal Methods in Verification Open access

Sascha Müller, Liana Mikaelyan, Andreas Gerndt, Thomas Noll

4

citations
Approximation Algorithms for Discounted Graph Search with Norm Objectives
2026 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Svenja M. Griesbach, Felix Hommelsheim, Max Klimm

0

citations
Robust optimization and variants of the scheduling problem
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Complexity and Algorithms in Graphs Open access

Jenny Segschneider

0

citations
Quantifying the Value of Privileged Information Using a PAC-Bayesian Approach
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Vasily Bokov, Sebastian Schmitt, Vedran Dunjko, Hao Wang

0

citations
Approximation Algorithms for Discounted Graph Search with Norm Objectives
2026 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Svenja M. Griesbach, Felix Hommelsheim, Max Klimm

0

citations
Existence of Minimizers for the Gaussian Mumford-Shah Model via Covariance Floors on the Value Distribution
2026 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Faian Conrad

0

citations
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 Applied Mathematics & Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Alessandro Benfenati, Giacomo Borghi, Lorenzo Pareschi

17

citations
Modelling Automated Planning Problems for Teams of Mobile Manipulators in a Generic Industrial Scenario
2022 Applied Sciences article Computer Science AI-based Problem Solving and Planning Open access

Stefan-Octavian Bezrucav, Burkhard J. Corves

8

citations
Some Might Say All You Need Is Sum
2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Advanced Graph Neural Networks Open access

Eran Rosenbluth, Jan Tönshoff, Martin Grohe

4

citations
A Tutorial on Convex Design of Optimization Algorithms by Integral Quadratic Constraints
2025 Annual Review of Control Robotics and Autonomous Systems review Computer Science Stochastic Gradient Optimization Techniques Open access

Carsten W. Scherer, Christian Ebenbauer

4

citations
Accurately Solving Physical Systems with Graph Learning
2020 arXiv (Cornell University) preprint Computer Science Computer Graphics and Visualization Techniques Open access

Tassilo Kugelstadt, Wojtek Pałubicki, Jan Bender, Sören Pirk, Dominik Ludewig Michels

4

citations