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• Distributed Projection-Free Online Learning for Smooth and Convex Losses

  Yibo Wang, Yuanyu Wan, Shimao Zhang, Lijun Zhang

  10226-10234

  2023-06-26

• Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods

  Akshay Aravamudan, Xi Zhang, Georgios C. Anagnostopoulos

  4999-5009

  2023-06-26

• Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation

  Mark Valovage, Akshay Shekhawat, Maria Gini

  2018-04-26

• Semi-supervised Sequence Classification through Change Point Detection

  Nauman Ahad, Mark A. Davenport

  6574-6581

  2021-05-18

• Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling

  Yifei Zhang, Neng Gao, Cunqing Ma

  6612-6620

  2023-06-26

• Opposite Online Learning via Sequentially Integrated Stochastic Gradient Descent Estimators

  Wenhai Cui, Xiaoting Ji, Linglong Kong, Xiaodong Yan

  7270-7278

  2023-06-26

• Adaptive Shortcut Debiasing for Online Continual Learning

  Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee

  13122-13131

  2024-03-24

• Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis

  Thi Kieu Khanh Ho, Narges Armanfard

  7866-7874

  2023-06-26

• Statistical Spatially Inhomogeneous Diffusion Inference

  Yinuo Ren, Yiping Lu, Lexing Ying, Grant M. Rotskoff

  14820-14828

  2024-03-24

• An Operator Theoretic Approach for Analyzing Sequence Neural Networks

  Ilan Naiman, Omri Azencot

  9268-9276

  2023-06-26

• A Dataset and Baseline Approach for Identifying Usage States from Non-intrusive Power Sensing with MiDAS IoT-Based Sensors

  Bharath Muppasani, Cheyyur Jaya Anand, Chinmayi Appajigowda, Biplav Srivastava, Lokesh Johri

  15545-15550

  2024-07-15

• Learning Precise Temporal Point Event Detection with Misaligned Labels

  Julien Schroeter, Kirill Sidorov, David Marshall

  9505-9514

  2021-05-18

• Multi-Domain Multi-Task Rehearsal for Lifelong Learning

  Fan Lyu, Shuai Wang, Wei Feng, Zihan Ye, Fuyuan Hu, Song Wang

  8819-8827

  2021-05-18

• Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding

  Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng

  13464-13473

  2024-03-24

• TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

  Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

  20491-20499

  2024-03-24

• Vector Quantized Bayesian Neural Network Inference for Data Streams

  Namuk Park, Taekyu Lee, Songkuk Kim

  9322-9330

  2021-05-18

• Online Boosting Adaptive Learning under Concept Drift for Multistream Classification

  En Yu, Jie Lu, Bin Zhang, Guangquan Zhang

  16522-16530

  2024-03-24

• Causal Explanation Under Indeterminism: A Sampling Approach

  Christopher Merck, Samantha Kleinberg

  2016-02-21

• Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information

  Yi Chen, Hong Qu, Malu Zhang, Yuchen Wang

  7073-7080

  2021-05-18

• Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild

  Yifeng Huang, Duc Duy Nguyen, Lam Nguyen, Cuong Pham, Minh Hoai

  10057-10065

  2024-03-24

• Concurrent Multi-Label Prediction in Event Streams

  Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett

  9820-9828

  2023-06-26

• Deep Modeling Complex Couplings within Financial Markets

  Wei Cao, Liang Hu, Longbing Cao

  2015-02-21

• Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble

  Prithwish Chakraborty, Manish Marwah, Martin Arlitt, Naren Ramakrishnan

  274-280

  2021-09-20

• DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch

  Xiaofeng Ruan, Yufan Liu, Bing Li, Chunfeng Yuan, Weiming Hu

  2495-2503

  2021-05-18

• Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers

  Lichen Bai, Zixuan Xiong, Hai Lin, Guangwei Xu, Xiangjin Xie, Ruijie Guo, Zhanhui Kang, Hai-Tao Zheng, Hong-Gee Kim

  1817-1825

  2025-04-11