Theory

Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis IJCAI 2021 FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis ICML 2021 Fooling a Complete Neural Network Verifier ICLR 2021 Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms NeurIPS 2021 Fundamental Tradeoffs in Distributionally Adversarial Training ICML 2021 Game-theoretic Analysis of Effort Allocation of Contributors to Public Projects IJCAI 2021 GANs with Conditional Independence Graphs: On Subadditivity of Probability Divergences AISTATS 2021 GemBag: Group Estimation of Multiple Bayesian Graphical Models JMLR 2021 gENder-IT: An Annotated English-Italian Parallel Challenge Set for Cross-Linguistic Natural Gender Phenomena ACL 2021 Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021 Generalization Error Bound for Hyperbolic Ordinal Embedding ICML 2021 Generalization in Portfolio-Based Algorithm Selection AAAI 2021 Geometrically Enriched Latent Spaces AISTATS 2021 Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances ICML 2021 giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration JMLR 2021 Globally-Robust Neural Networks ICML 2021 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021 Good Classification Measures and How to Find Them NeurIPS 2021 Goodness-of-Fit Test for Mismatched Self-Exciting Processes AISTATS 2021 GOT: Testing for Originality in Natural Language Generation ACL 2021 Graph Edit Networks ICLR 2021 Graph Information Bottleneck for Subgraph Recognition ICLR 2021 Graph Neural Networks with Local Graph Parameters NeurIPS 2021 Graph-theoretic Properties of the Class of Phonological Neighbourhood Networks NAACL 2021 Grounding Plural Phrases: Countering Evaluation Biases by Individuation NAACL 2021