Level Set Estimation with Search Space Warping

von Senadeera, Manisha
Veröffentlicht in PAKDD (24. : 2020 : Online) Advances in knowledge discovery and data mining ; Part 2 (2020)

Video Restoration Framework and Its Meta-adaptations to Data-Poor Conditions

von Patil, Prashant W.
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 28 (2022)

Sympathy-based Reinforcement Learning Agents

von Senadeera, Manisha
Veröffentlicht in International Conference on Autonomous Agents and Multiagent Systems (21. : 2022 : Online) International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022) ; Volume 2 of 3 (2022)

BAYESIAN OPTIMISTIC OPTIMISATION WITH EXPONENTIALLY DECAYING REGRET

von TRAN-THE, HUNG
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 13 of 16 (2022)

Bayesian Optimization with Missing Inputs

von Luong, Phuc
Veröffentlicht in ECML/PKDD (2020 : Online) Machine learning and knowledge discovery in databases ; Part 2 (2021)

Sparse Spectrum Gaussian Process for Bayesian Optimization

von Yang, Ang
Veröffentlicht in PAKDD (25. : 2021 : Online) Advances in knowledge discovery and data mining ; Part 2 (2021)

Human-AI Collaborative Bayesian Optimisation

von A V, Arun Kumar
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 21 of 50 (2023)

MULTI-OBJECTIVE BAYESIAN OPTIMISATION WITH PREFERENCES OVER OBJECTIVES

von Abdolshah, Majid
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 16 of 20 (2020)

SUB-LINEAR REGRET BOUNDS FOR BAYESIAN OPTIMISATION IN UNKNOWN SEARCH SPACES

von Tran-The, Hung
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 20 of 27 (2021)

DEEPCODA: PERSONALIZED INTERPRETABILITY FOR COMPOSITIONAL HEALTH DATA

von Quinn, Thomas P.
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 11 of 15 (2021)

Targeted Universal Adversarial Perturbations for Automatic Speech Recognition

von Zong, Wei
Veröffentlicht in ISC (24. : 2021 : Online) Information Security (2021)

Scalable Backdoor Detection in Neural Networks

von Harikumar, Haripriya
Veröffentlicht in ECML/PKDD (2020 : Online) Machine learning and knowledge discovery in databases ; Part 2 (2021)

Real-Time Skill Discovery in Intelligent Virtual Assistants

von Gopal, Preeti
Veröffentlicht in PAKDD (26. : 2022 : Chengdu; Online) Advances in knowledge discovery and data mining ; Part 1 (2022)

Kernel Functional Optimisation

von Anjanapura Venkatesh, Arun Kumar
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 6 of 36 (2022)

BAYESIAN OPTIMIZATION WITH UNKNOWN SEARCH SPACE

von Ha, Huong
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 15 of 20 (2020)

Variational Hyper-encoding Networks

von Nguyen, Phuoc
Veröffentlicht in ECML PKDD (2021 : Online) Machine Learning and Knowledge Discovery in Databases ; Part 2: Research Track (2021)

A NEW REPRESENTATION OF SUCCESSOR FEATURES FOR TRANSFER ACROSS DISSIMILAR ENVIRONMENTS

von ABDOLSHAH, MAJID
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 1 of 16 (2022)

Expected Improvement for Contextual Bandits

von Tran-The, Hung
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 30 of 50 (2023)

Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation

von Do, Kien
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 14 of 50 (2023)

Towards Effective and Robust Neural Trojan Defenses via Input Filtering

von Do, Kien
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 5 (2022)