CONTINUOUS SUBMODULAR MAXIMIZATION: BEYOND DR-SUBMODULARITY

von Feldman, Moran
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 2 of 27 (2021)

Combining Multiple Atlases to Estimate Data-Driven Mappings Between Functional Connectomes Using Optimal Transport

von Dadashkarimi, Javid
Veröffentlicht in International Conference on Medical Image Computing and Computer Assisted Intervention (25. : 2022 : Singapur; Online) Medical image computing and computer assisted intervention - MICCAI 2022 ; Part 1 (2022)

Submodular + Concave

von Mitra, Siddharth
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 14 of 36 (2022)

Reinforcement Learning with Logarithmic Regret and Policy Switches

von Velegkas, Grigoris
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 47 of 50 (2023)

Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes

von Kalavasis, Alkis
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 27 of 50 (2023)

Parallelizing Thompson Sampling

von Karbasi, Amin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 13 of 36 (2022)

Data-Driven Mapping Between Functional Connectomes Using Optimal Transport

von Dadashkarimi, Javid
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 3 (2021)

LEARNING AND CERTIFICATION UNDER INSTANCE-TARGETED POISONING

von Gao, Ji
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 3 of 3 (2022)

THE CURIOUS CASE OF ADVERSARIALLY ROBUST MODELS: MORE DATA CAN HELP, DOUBLE DESCEND, OR HURT GENERALIZATION

von Min, Yifei
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)

Universal Rates for Interactive Learning

von Hanneke, Steve
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 37 of 50 (2023)

SUBMODULAR MAXIMIZATION THROUGH BARRIER FUNCTIONS

von Badanidiyuru, Ashwinkumar
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 1 of 27 (2021)

ONLINE MAP INFERENCE OF DETERMINANTAL POINT PROCESSES

von Bhaskara, Aditya
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 5 of 27 (2021)

Black-Box Generalization: Stability of Zeroth-Order Learning

von Nikolakakis, Konstantinos
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 41 of 50 (2023)

MORE DATA CAN EXPAND THE GENERALIZATION GAP BETWEEN ADVERSARIALLY ROBUST AND STANDART MODELS

von Chen, Lin
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 3 of 15 (2021)

STREAMING SUBMODULAR MAXIMIZATION UNDER A K-SET SYSTEM CONSTRAINT

von Haba, Ran
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 6 of 15 (2021)

Multiple Descent: Design Your Own Generalization Curve

von Chen, Lin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 11 of 36 (2022)

An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks

von Rajput, Shashank
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 16 of 36 (2022)

STOCHASTIC CONTINUOUS GREEDY ++: WHEN UPPER AND LOWER BOUNDS MATCH

von Karbasi, Amin
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 17 of 20 (2020)

MINIMAX REGRET OF SWITCHING-CONSTRAINED ONLINE CONVEX OPTIMIZATION: NO PHASE TRANSITION

von Chen, Lin
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 5 of 27 (2021)

Submodular Maximization in Clean Linear Time

von Li, Wenxin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 23 of 50 (2023)