Theory

Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound ALT 2021 State Relevance for Off-Policy Evaluation ICML 2021 Statistically Consistent Saliency Estimation ICCV 2021 Statistically robust neural network classification UAI 2021 Statistical mechanical analysis of neural network pruning UAI 2021 Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity NeurIPS 2021 Stochastic model for sunk cost bias UAI 2021 Stratified Negation in Datalog with Metric Temporal Operators AAAI 2021 Submodular combinatorial information measures with applications in machine learning ALT 2021 Subspace Embeddings under Nonlinear Transformations ALT 2021 Support vector machines and linear regression coincide with very high-dimensional features NeurIPS 2021 SURPRISE! and When to Schedule It. IJCAI 2021 Surrogate Regret Bounds for Polyhedral Losses NeurIPS 2021 Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures ICML 2021 System Performance as a Function of Calibration Methods, Sample Size and Sampling Variability in Likelihood Ratio-Based Forensic Voice Comparison Interspeech 2021 Tango: Declarative Semantics for Multiagent Communication Protocols IJCAI 2021 Targeting the Benchmark: On Methodology in Current Natural Language Processing Research ACL 2021 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NeurIPS 2021 Tensor Programs IIb: Architectural Universality Of Neural Tangent Kernel Training Dynamics ICML 2021 The Complexity Landscape of Claim-Augmented Argumentation Frameworks AAAI 2021 The complexity of nonconvex-strongly-concave minimax optimization UAI 2021 The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ACL 2021 The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers ICLR 2021 The Great Misalignment Problem in Human Evaluation of NLP Methods EACL 2021 The Heavy-Tail Phenomenon in SGD ICML 2021