Application Areas

On the Problem of Underranking in Group-Fair Ranking ICML 2021 On the PTAS for Maximin Shares in an Indivisible Mixed Manna AAAI 2021 On the Sample Complexity of Privately Learning Axis-Aligned Rectangles NeurIPS 2021 On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians ALT 2021 On the Transfer of Disentangled Representations in Realistic Settings ICLR 2021 On the Transformer Growth for Progressive BERT Training NAACL 2021 On the Use of ML for Blackbox System Performance Prediction NSDI 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021 On Unifying Misinformation Detection NAACL 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Oort: Efficient Federated Learning via Guided Participant Selection OSDI 2021 OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages Interspeech 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics ICML 2021 OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021 OpenML-Python: an extensible Python API for OpenML JMLR 2021 OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets CVPR 2021 Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training Interspeech 2021 OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021 OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021 Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021 Optimal Best-Arm Identification Methods for Tail-Risk Measures NeurIPS 2021