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Code Code Available 0Model Selection in Bayesian Neural Networks via Horseshoe Priors May 29, 2017 Model Selection Open-Ended Question Answering
Code Code Available 0Modularity maximisation for graphons Jan 2, 2021 Community Detection Open-Ended Question Answering
Code Code Available 0Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
Code Code Available 0Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca Sep 16, 2023 Instruction Following Large Language Model
Code Code Available 0Sparsistent Model Discovery Jun 22, 2021 model Model Discovery
Code Code Available 0Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning Oct 26, 2021 Off-policy evaluation Open-Ended Question Answering
Code Code Available 0Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind May 31, 2023 Language Modeling Language Modelling
Code Code Available 0Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity Oct 12, 2022 Open-Ended Question Answering
Code Code Available 0Weisfeiler and Leman Go Infinite: Spectral and Combinatorial Pre-Colorings Jan 31, 2022 Computational Efficiency Isomorphism Testing
Code Code Available 0What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Jul 18, 2019 Dependency Parsing Diagnostic
Code Code Available 0Parser Training with Heterogeneous Treebanks May 14, 2018 Open-Ended Question Answering
Code Code Available 0When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP May 23, 2023 Diversity Multi-Task Learning
Code Code Available 0Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models Oct 7, 2022 Open-Ended Question Answering
Code Code Available 0Action Recognition based on Cross-Situational Action-object Statistics Aug 15, 2022 Action Recognition Object
Code Code Available 0Evaluating Explanation Methods for Deep Learning in Security Jun 5, 2019 Computer Security Deep Learning
Code Code Available 0Capacity, Bandwidth, and Compositionality in Emergent Language Learning Oct 24, 2019 Open-Ended Question Answering Systematic Generalization
Code Code Available 0What Do Adversarially Robust Models Look At? May 19, 2019 Adversarial Robustness Open-Ended Question Answering
Code Code Available 0Downstream Trade-offs of a Family of Text Watermarks Nov 16, 2023 Form Language Modelling
Code Code Available 0Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification Dec 29, 2020 Binary Classification General Classification
Code Code Available 0Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control Nov 4, 2022 Open-Ended Question Answering Variable Selection
Code Code Available 0Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound Nov 9, 2020 Generalization Bounds Open-Ended Question Answering
Code Code Available 0The Role of Relevance in Fair Ranking May 9, 2023 Fairness Information Retrieval
Code Code Available 0Distinguishing Cell Phenotype Using Cell Epigenotype Mar 20, 2020 Diversity Open-Ended Question Answering
Code Code Available 0Stochastic Stein Discrepancies Jul 6, 2020 Open-Ended Question Answering
Code Code Available 0Stochastic subgradient method converges at the rate O(k^-1/4) on weakly convex functions Feb 8, 2018 Open-Ended Question Answering
Code Code Available 0Practical methods for graph two-sample testing Nov 30, 2018 Learning Theory Open-Ended Question Answering
Code Code Available 0BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Jun 25, 2020 Open-Ended Question Answering Survival Analysis
Code Code Available 0An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available 0Adversaries with Limited Information in the Friedkin--Johnsen Model Jun 17, 2023 Open-Ended Question Answering Sociology
Code Code Available 0Distilling Knowledge Learned in BERT for Text Generation Nov 10, 2019 Language Modeling Language Modelling
Code Code Available 0Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors Jun 13, 2018 Model Selection Open-Ended Question Answering
Code Code Available 02D-Shapley: A Framework for Fragmented Data Valuation Jun 18, 2023 counterfactual Data Valuation
Code Code Available 0Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control Sep 4, 2019 Decision Making Open-Ended Question Answering
Code Code Available 0End-to-End Learning on 3D Protein Structure for Interface Prediction Jul 3, 2018 Open-Ended Question Answering Protein Interface Prediction
Code Code Available 0Predictive World Models from Real-World Partial Observations Jan 12, 2023 Continual Learning Open-Ended Question Answering
Code Code Available 0Think Big, Teach Small: Do Language Models Distil Occam’s Razor? Dec 1, 2021 Few-Shot Learning Open-Ended Question Answering
Code Code Available 0Benchmarking Model-Based Reinforcement Learning Jul 3, 2019 Benchmarking model
Code Code Available 0Think Global, Act Local: Relating DNN generalisation and node-level SNR Feb 11, 2020 Open-Ended Question Answering
Code Code Available 0A Unified Theory of Diversity in Ensemble Learning Jan 10, 2023 Diversity Ensemble Learning
Code Code Available 0Understanding the Impact of Adversarial Robustness on Accuracy Disparity Nov 28, 2022 Adversarial Robustness Open-Ended Question Answering
Code Code Available 0Nonparametric estimation of continuous DPPs with kernel methods Jun 27, 2021 Open-Ended Question Answering
Code Code Available 0PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models Feb 19, 2025 Open-Ended Question Answering Privacy Preserving
Code Code Available 0Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Apr 1, 2019 Deep Learning Management
Code Code Available 0Obtaining Adjustable Regularization for Free via Iterate Averaging Aug 15, 2020 Open-Ended Question Answering
Code Code Available 0Augmenting Neural Networks with First-order Logic Jun 14, 2019 Chunking Natural Language Inference
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