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• ASP-Based Declarative Process Mining

  Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi

  5539-5547

  2022-06-28

• Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints

  Niku Gorji, Sasha Rubin

  5660-5667

  2022-06-28

• Unit Selection with Causal Diagram

  Ang Li, Judea Pearl

  5765-5772

  2022-06-28

• First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics

  David Toman, Grant Weddell

  5897-5905

  2022-06-28

• Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows

  Param Budhraja, Mayank Baranwal, Kunal Garg, Ashish Hota

  6115-6122

  2022-06-28

• Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error

  Anamay Chaturvedi, Matthew Jones, Huy Lê Nguyễn

  6167-6174

  2022-06-28

• Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models

  Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha

  6193-6201

  2022-06-28

• Similarity Search for Efficient Active Learning and Search of Rare Concepts

  Cody Coleman, Edward Chou, Julian Katz-Samuels, Sean Culatana, Peter Bailis, Alexander C. Berg, Robert Nowak, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz

  6402-6410

  2022-06-28

• DiPS: Differentiable Policy for Sketching in Recommender Systems

  Aritra Ghosh, Saayan Mitra, Andrew Lan

  6703-6712

  2022-06-28

• Balanced Self-Paced Learning for AUC Maximization

  Bin Gu, Chenkang Zhang, Huan Xiong, Heng Huang

  6765-6773

  2022-06-28

• Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

  Yijie Guo, Qiucheng Wu, Honglak Lee

  6792-6800

  2022-06-28

• iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection

  Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee

  7104-7114

  2022-06-28

• Optimal Tensor Transport

  Tanguy Kerdoncuff, Rémi Emonet, Michael Perrot, Marc Sebban

  7124-7132

  2022-06-28

• Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization

  Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli, Marcello Restelli

  7525-7533

  2022-06-28

• Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning

  Giseung Park, Sungho Choi, Youngchul Sung

  7941-7948

  2022-06-28

• Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

  João P. B. Pereira, Erik S. G. Stroes, Aeilko H. Zwinderman, Evgeni Levin

  7984-7992

  2022-06-28

• Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments

  Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy, Maryam Fazel

  8081-8088

  2022-06-28

• Conditional Loss and Deep Euler Scheme for Time Series Generation

  Carl Remlinger, Joseph Mikael, Romuald Elie

  8098-8105

  2022-06-28

• Offline Reinforcement Learning as Anti-exploration

  Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist

  8106-8114

  2022-06-28

• FedSoft: Soft Clustered Federated Learning with Proximal Local Updating

  Yichen Ruan, Carlee Joe-Wong

  8124-8131

  2022-06-28

• Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets

  Yunxia Wang, Fuyuan Cao, Kui Yu, Jiye Liang

  8584-8593

  2022-06-28

• Seizing Critical Learning Periods in Federated Learning

  Gang Yan, Hao Wang, Jian Li

  8788-8796

  2022-06-28

• MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning

  Baoquan Zhang, Xutao Li, Shanshan Feng, Yunming Ye, Rui Ye

  9014-9021

  2022-06-28

• Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation

  Thien Q Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma

  9614-9622

  2022-06-28

• Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae

  Weilin Luo, Pingjia Liang, Jianfeng Du, Hai Wan, Bo Peng, Delong Zhang

  9849-9857

  2022-06-28