Tutorial on amortized optimization

von Amos, Brandon
Veröffentlicht 2023

THE DIFFERENTIABLE CROSS-ENTROPY METHOD

von Amos, Brandon
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 1 of 15 (2021)

RIEMANNIAN CONVEX POTENTIAL MAPS

von COHEN, SAMUEL
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 3 of 16 (2022)

Semi-Discrete Normalizing Flows through Differentiable Tessellation

von Chen, Ricky T. Q.
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 20 of 50 (2023)

COMBOPTNET: FIT THE RIGHT NP-HARD PROBLEM BY LEARNING INTEGER PROGRAMMING CONSTRAINTS

von PAULUS, ANSELM
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 11 of 16 (2022)

Scalable Online Planning via Reinforcement Learning Fine-Tuning

von Fickinger, Arnaud
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 21 of 36 (2022)

Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world

von Vinitsky, Eugene
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 6 of 50 (2023)

Matching Normalizing Flows and Probability Paths on Manifolds

von Ben-Hamu, Heli
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 3 of 33 (2023)

Theseus: A Library for Differentiable Nonlinear Optimization

von Pineda, Luis
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 6 of 50 (2023)