Summary of Enhancing Binary Classification: a New Stacking Method Via Leveraging Computational Geometry, by Wei Wu et al.
Enhancing binary classification: A new stacking method via leveraging computational geometryby Wei Wu, Liang Tang,…
Summary of Identifying Drift, Diffusion, and Causal Structure From Temporal Snapshots, by Vincent Guan et al.
Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshotsby Vincent Guan, Joseph Janssen, Hossein Rahmani,…
Summary of Multimodal Structure Preservation Learning, by Chang Liu et al.
Multimodal Structure Preservation Learningby Chang Liu, Jieshi Chen, Lee H. Harrison, Artur DubrawskiFirst submitted to…
Summary of Unpicking Data at the Seams: Understanding Disentanglement in Vaes, by Carl Allen
Unpicking Data at the Seams: Understanding Disentanglement in VAEsby Carl AllenFirst submitted to arxiv on:…
Summary of Fgce: Feasible Group Counterfactual Explanations For Auditing Fairness, by Christos Fragkathoulas et al.
FGCE: Feasible Group Counterfactual Explanations for Auditing Fairnessby Christos Fragkathoulas, Vasiliki Papanikou, Evaggelia Pitoura, Evimaria…
Summary of Feature Responsiveness Scores: Model-agnostic Explanations For Recourse, by Seung Hyun Cheon et al.
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourseby Seung Hyun Cheon, Anneke Wernerfelt, Sorelle A. Friedler,…
Summary of Convex Formulations For Training Two-layer Relu Neural Networks, by Karthik Prakhya et al.
Convex Formulations for Training Two-Layer ReLU Neural Networksby Karthik Prakhya, Tolga Birdal, Alp YurtseverFirst submitted…
Summary of Inline: Inner-layer Information Exchange For Multi-task Learning on Heterogeneous Graphs, by Xinyue Feng et al.
InLINE: Inner-Layer Information Exchange for Multi-task Learning on Heterogeneous Graphsby Xinyue Feng, Jinquan Hang, Yuequn…
Summary of Vision Paper: Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Act, by Barbara Hoffmann et al.
Vision Paper: Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Actby Barbara…
Summary of Rankup: Boosting Semi-supervised Regression with An Auxiliary Ranking Classifier, by Pin-yen Huang et al.
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifierby Pin-Yen Huang, Szu-Wei Fu, Yu TsaoFirst…