Papers
Explainable Voting
Dominik Peters, Ariel D Procaccia, Alexandros Psomas et al.
Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay
Joao Marques-Silva, Thomas Gerspacher, Martin Cooper et al.
Explicit Regularisation in Gaussian Noise Injections
Alexander Camuto, Matthew Willetts, Umut Simsekli et al.
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits
Arya Akhavan, Massimiliano Pontil, Alexandre Tsybakov
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning
Luca Oneto, Michele Donini, Giulia Luise et al.
Exploiting the Surrogate Gap in Online Multiclass Classification
Dirk van der Hoeven
Exploiting weakly supervised visual patterns to learn from partial annotations
Kaustav Kundu, Joseph Tighe
Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick et al.
Exponential ergodicity of mirror-Langevin diffusions
Sinho Chewi, Thibaut Le Gouic, Chen Lu et al.
Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate
Akifumi Okuno, Hidetoshi Shimodaira
Factor Graph Grammars
David Chiang, Darcey Riley
Factor Graph Neural Networks
Zhen Zhang, Fan Wu, Wee Sun Lee
Factorizable Graph Convolutional Networks
Yiding Yang, Zunlei Feng, Mingli Song et al.
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses
Ronald (James) Cotton, Fabian H. Sinz, Andreas Tolias
Fair Hierarchical Clustering
Sara Ahmadian, Alessandro Epasto, Marina Knittel et al.
Fair Multiple Decision Making Through Soft Interventions
Yaowei Hu, Yongkai Wu, Lu Zhang et al.
Fairness constraints can help exact inference in structured prediction
Kevin Bello, Jean Honorio
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
Marwa El Halabi, Slobodan Mitrović, Ashkan Norouzi-Fard et al.
Fairness without Demographics through Adversarially Reweighted Learning
Preethi Lahoti, Alex Beutel, Jilin Chen et al.
Fairness with Overlapping Groups; a Probabilistic Perspective
Forest Yang, Mouhamadou Cisse, Sanmi Koyejo
Fair Performance Metric Elicitation
Gaurush Hiranandani, Harikrishna Narasimhan, Sanmi Koyejo
Fair regression via plug-in estimator and recalibration with statistical guarantees
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al.
Fair regression with Wasserstein barycenters
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al.
Faithful Embeddings for Knowledge Base Queries
Haitian Sun, Andrew Arnold, Tania Bedrax Weiss et al.
Falcon: Fast Spectral Inference on Encrypted Data
Qian Lou, Wen-jie Lu, Cheng Hong et al.