Robust Submodular Minimization with Applications to Cooperative Modeling

von Iyer, Rishabh
Veröffentlicht in European Conference on Artificial Intelligence (24. : 2020 : Online) ECAI 2020 ; Part 1 (2020)

SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios

von Kothawade, Suraj
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 23 of 36 (2022)

ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift

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

A Practical Online Framework for Extracting Running Video Summaries under a Fixed Memory Budget

von Lavania, Chandrashekhar
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

TRAINING DATA SUBSET SELECTION FOR REGRESSION WITH CONTROLLED GENERALIZATION ERROR

von S, DURGA
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 12 of 16 (2022)

RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning

von Killamsetty, Krishnateja
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 18 of 36 (2022)

Talisman: Targeted Active Learning for Object Detection with Rare Classes and Slices Using Submodular Mutual Information

von Kothawade, Suraj
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 38 (2022)

Learning to Select Exogenous Events for Marked Temporal Point Process

von Zhang, Ping
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 1 of 36 (2022)

Watch Hours in Minutes: Summarizing Videos with User Intent

von Nalla, Saiteja
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 workshops ; Part 5 (2020)

GRAD-MATCH: GRADIENT MATCHING BASED DATA SUBSET SELECTION FOR EFFICIENT DEEP MODEL TRAINING

von KILLAMSETTY, KRISHNATEJA
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 7 of 16 (2022)

CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification

von Kothawade, Suraj
Veröffentlicht in MILLanD (Veranstaltung : 1. : 2022 : Singapur; Online) Medical image learning with limited and noisy data (2022)

DIAGNOSE: Avoiding Out-of-Distribution Data Using Submodular Information Measures

von Kothawade, Suraj
Veröffentlicht in MILLanD (Veranstaltung : 1. : 2022 : Singapur; Online) Medical image learning with limited and noisy data (2022)

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning

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