supervised learning

Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL ICLR 2022 Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning JMLR 2022 RvS: What is Essential for Offline RL via Supervised Learning? ICLR 2022 Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022 Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence AAAI 2022 Sum of Ranked Range Loss for Supervised Learning JMLR 2022 Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022 Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022 Towards efficient representation identification in supervised learning CLeaR 2022 Tree-Based Models for Correlated Data JMLR 2022 UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022 Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations ICLR 2022 When, where, and how to add new neurons to ANNs AutoML 2022 Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream ICLR 2022 You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments NeurIPS 2022 A Contextual Bandit Bake-off JMLR 2021 Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement EMNLP 2021 Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021 Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language EMNLP 2021 Bifurcation Spiking Neural Network JMLR 2021 BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration ICLR 2021 Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Complex words identification using word-level features for SemEval-2020 Task 1 SemEval 2021 Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021