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Caleb Koch
Caleb Koch
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Hyperprofile-based Computation Offloading for Mobile Edge Networks
A Crutcher, C Koch, K Coleman, J Patman, F Esposito, P Calyam
IEEE International Conference on Mobile Ad Hoc and Sensor Systems 14, 525-529, 2017
332017
Superpolynomial lower bounds for decision tree learning and testing
C Koch, C Strassle, LY Tan
Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2023
112023
Automata learning with an incomplete teacher
M Moeller, T Wiener, A Solko-Breslin, C Koch, N Foster, A Silva
37th European Conference on Object-Oriented Programming (ECOOP 2023), 21: 1 …, 2023
92023
Properly learning decision trees with queries is NP-hard
C Koch, C Strassle, LY Tan
2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS …, 2023
82023
A strong direct sum theorem for distributional query complexity
G Blanc, C Koch, C Strassle, LY Tan
arXiv preprint arXiv:2405.16340, 2024
72024
A query-optimal algorithm for finding counterfactuals
G Blanc, C Koch, J Lange, LY Tan
International Conference on Machine Learning, 2075-2090, 2022
72022
The query complexity of certification
G Blanc, C Koch, J Lange, LY Tan
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
62022
A strong composition theorem for junta complexity and the boosting of property testers
G Blanc, C Koch, C Strassle, LY Tan
2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS …, 2023
52023
The sample complexity of smooth boosting and the tightness of the hardcore theorem
G Blanc, A Hayderi, C Koch, LY Tan
2024 IEEE 65th Annual Symposium on Foundations of Computer Science (FOCS …, 2024
42024
Automata learning with an incomplete teacher (artifact)
M Moeller, T Wiener, A Solko-Breslin, C Koch, N Foster, A Silva
Dagstuhl Artifacts Series 9 (2), 21: 1-21: 3, 2023
32023
Superconstant inapproximability of decision tree learning
C Koch, C Strassle, LY Tan
The Thirty Seventh Annual Conference on Learning Theory, 2979-3010, 2024
22024
Fast decision tree learning solves hard coding-theoretic problems
C Koch, C Strassle, LY Tan
2024 IEEE 65th Annual Symposium on Foundations of Computer Science (FOCS …, 2024
12024
Feature Selection and Junta Testing are Statistically Equivalent
L Beretta, N Harms, C Koch
Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2026
2026
Samplability makes learning easier
G Blanc, C Koch, J Lange, C Strassle, LY Tan
arXiv preprint arXiv:2512.01276, 2025
2025
The power of quantum circuits in sampling
G Blanc, C Koch, J Lange, C Strassle, LY Tan
arXiv preprint arXiv:2510.03645, 2025
2025
Computational-Statistical Tradeoffs from NP-hardness
G Blanc, C Koch, C Strassle, LY Tan
arXiv preprint arXiv:2507.13222, 2025
2025
Testing Juntas Optimally with Samples
L Beretta, N Harms, C Koch
arXiv preprint arXiv:2505.04604, 2025
2025
The Complexity of Learning Decision Trees
C Koch
Stanford University, 2025
2025
37th European Conference on Object-Oriented Programming (ECOOP 2023)
AD Barwell, P Hou, N Yoshida, F Zhou, J Bauwens, E Gonzalez Boix, ...
Schloss Dagstuhl-Leibniz-Zentrum für Informatik GmbH, 2023
2023
Certification with an NP Oracle
G Blanc, C Koch, J Lange, C Strassle, LY Tan
arXiv preprint arXiv:2211.02257, 2022
2022
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Articles 1–20