On the Benefit of Combining Neural, Statistical and External Features for Fake News Identification Dec 11, 2017 Fake News Detection Feature Engineering
Code Code Available 05 Nonparametric estimation of continuous DPPs with kernel methods Jun 27, 2021 Open-Ended Question Answering
Code Code Available 05 Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control Nov 4, 2022 Open-Ended Question Answering Variable Selection
Code Code Available 05 Modularity maximisation for graphons Jan 2, 2021 Community Detection Open-Ended Question Answering
Code Code Available 05 Deep learning-based electroencephalography analysis: a systematic review Jan 16, 2019 Brain Decoding Deep Learning
Code Code Available 05 Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Feb 12, 2022 Open-Ended Question Answering
Code Code Available 05 Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits Sep 30, 2022 Open-Ended Question Answering
Code Code Available 05 A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks Jan 26, 2023 Open-Ended Question Answering
Code Code Available 05 Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca Sep 16, 2023 Instruction Following Large Language Model
Code Code Available 05 Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective Mar 3, 2023 Benchmarking Image Classification
Code Code Available 05 A Revenue Function for Comparison-Based Hierarchical Clustering Nov 29, 2022 Clustering Open-Ended Question Answering
Code Code Available 05 Are 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 05 CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis May 26, 2025 Diversity Open-Ended Question Answering
Code Code Available 05 Learning to Rank Rationales for Explainable Recommendation Jun 10, 2022 Explainable Recommendation Learning-To-Rank
Code Code Available 05 Learning Representations for Time Series Clustering Dec 1, 2019 Anomaly Detection Clustering
Code Code Available 05 Learning Theory for Distribution Regression Nov 8, 2014 Density Estimation Learning Theory
Code Code Available 05 Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks Apr 8, 2023 Fairness Open-Ended Question Answering
Code Code Available 05 Learned Sorted Table Search and Static Indexes in Small Model Space Jul 19, 2021 Benchmarking Open-Ended Question Answering
Code Code Available 05 Data-Centric Green AI: An Exploratory Empirical Study Apr 6, 2022 Open-Ended Question Answering
Code Code Available 05 Langevin DQN Feb 17, 2020 Computational Efficiency Open-Ended Question Answering
Code Code Available 05 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Oct 8, 2022 document understanding Knowledge Graphs
Code Code Available 05 Adversaries with Limited Information in the Friedkin--Johnsen Model Jun 17, 2023 Open-Ended Question Answering Sociology
Code Code Available 05 Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models May 23, 2023 Known Unknowns Open-Ended Question Answering
Code Code Available 05 OPIEC: An Open Information Extraction Corpus Apr 28, 2019 Knowledge Base Construction Open-Ended Question Answering
Code Code Available 05 Convolutional Analysis Operator Learning: Dependence on Training Data Feb 21, 2019 Open-Ended Question Answering Operator learning
Code Code Available 05 Incorporating Centering Theory into Neural Coreference Resolution Jul 1, 2022 coreference-resolution Coreference Resolution
Code Code Available 05 Continuous vs. Discrete Optimization of Deep Neural Networks Jul 14, 2021 Computational Efficiency Deep Learning
Code Code Available 05 An Open-Source Framework for Adaptive Traffic Signal Control Sep 1, 2019 Open-Ended Question Answering Reinforcement Learning
Code Code Available 05 A Nonlinear Observability Analysis of Ambient Wind Estimation with Uncalibrated Sensors, Inspired by Insect Neural Encoding Jun 7, 2021 Open-Ended Question Answering
Code Code Available 05 Mapper Comparison with Wasserstein Metrics Dec 15, 2018 Anomaly Detection Open-Ended Question Answering
Code Code Available 05 Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Apr 1, 2019 Deep Learning Management
Code Code Available 05 Model Selection in Bayesian Neural Networks via Horseshoe Priors May 29, 2017 Model Selection Open-Ended Question Answering
Code Code Available 05 Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Nov 2, 2018 Dialogue Generation Diversity
Code Code Available 05 Is Deeper Better only when Shallow is Good? Mar 8, 2019 Learning Theory Open-Ended Question Answering
Code Code Available 05 How intelligence can change the course of evolution Oct 1, 2017 Open-Ended Question Answering
Code Code Available 05 A Bayesian Evaluation Framework for Subjectively Annotated Visual Recognition Tasks Jun 20, 2020 Age Estimation Attribute
Code Code Available 05 gradSLAM: Automagically differentiable SLAM Oct 23, 2019 Open-Ended Question Answering Representation Learning
Code Code Available 05 An Event-Driven Approach for Studying Gene Block Evolution in Bacteria Feb 24, 2015 Open-Ended Question Answering
Code Code Available 05 FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments Sep 23, 2019 domain classification Feature Engineering
Code Code Available 05 On the Impossibility of Global Convergence in Multi-Loss Optimization May 26, 2020 Open-Ended Question Answering
Code Code Available 05 Combining Learned and Analytical Models for Predicting Action Effects from Sensory Data Oct 11, 2017 Open-Ended Question Answering
Code Code Available 05 Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability Jun 16, 2020 Open-Ended Question Answering
Code Code Available 05 Implicit Regularization in Deep Learning May Not Be Explainable by Norms May 13, 2020 Deep Learning Matrix Completion
Code Code Available 05 Path Planning Problems with Side Observations-When Colonels Play Hide-and-Seek May 27, 2019 Open-Ended Question Answering
Code Code Available 05 Full-Capacity Unitary Recurrent Neural Networks Oct 31, 2016 Open-Ended Question Answering Sequential Image Classification
Code Code Available 05 Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing Oct 17, 2020 Autonomous Driving Bayesian Optimization
Code Code Available 05 Extrinsic Evaluation of Cultural Competence in Large Language Models Jun 17, 2024 Open-Ended Question Answering Question Answering
Code Code Available 05 Dynamics of specialization in neural modules under resource constraints Jun 4, 2021 BIG-bench Machine Learning Open-Ended Question Answering
Code Code Available 05 Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Jun 28, 2018 compressed sensing MRI Reconstruction
Code Code Available 05 Geolocating Political Events in Text May 29, 2019 Event Extraction Open-Ended Question Answering
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