Feature Learning

PSForest: Improving Deep Forest via Feature Pooling and Error Screening ACML 2020 Relational Learning for Joint Head and Human Detection AAAI 2020 Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection AAAI 2020 Robust estimation of local affine maps and its applications to image matching WACV 2020 Robust Meta-learning for Mixed Linear Regression with Small Batches NeurIPS 2020 Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing NeurIPS 2020 Script Induction as Association Rule Mining ACL 2020 Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NeurIPS 2020 SIGTYP 2020 Shared Task: Prediction of Typological Features EMNLP 2020 Spatio-Temporal Change Detection Using Granger Sequence Pattern IJCAI 2020 Speech Emotion Recognition with Discriminative Feature Learning Interspeech 2020 SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy EMNLP 2020 Temporal Mental Health Dynamics on Social Media EMNLP 2020 Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets AAAI 2020 Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020 Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification COLING 2020 Adaptive GNN for Image Analysis and Editing NeurIPS 2019 A Frequency Normalization Technique for Kindergarten Speech Recognition Inspired by the Role of foin Vowel Perception Interspeech 2019 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019 A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019 An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019 A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels UAI 2019 Attentive Single-Tasking of Multiple Tasks CVPR 2019 BREAKING! Presenting Fake News Corpus for Automated Fact Checking ACL 2019 Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets AAAI 2019