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Spotlight
Wed Jul 20 11:30 PM -- 11:35 PM (KST) @ Room 318 - 320
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
In Social Aspects/MISC
Jan Macdonald · Mathieu Besançon · Sebastian Pokutta
Spotlight
Wed Jul 20 11:35 PM -- 11:40 PM (KST) @ Room 318 - 320
Label-Free Explainability for Unsupervised Models
In Social Aspects/MISC
Jonathan Crabbé · Mihaela van der Schaar
Spotlight
Wed Jul 20 11:40 PM -- 11:45 PM (KST) @ Room 318 - 320
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
In Social Aspects/MISC
Jie Ren · Mingjie Li · Meng Zhou · Shih-Han Chan · Quanshi Zhang
Spotlight
Wed Jul 20 11:45 PM -- 11:50 PM (KST) @ Room 318 - 320
A Study of Face Obfuscation in ImageNet
In Social Aspects/MISC
Kaiyu Yang · Jacqueline Yau · Li Fei-Fei · Jia Deng · Olga Russakovsky
Spotlight
Wed Jul 20 11:50 PM -- 11:55 PM (KST) @ Room 318 - 320
Fair Representation Learning through Implicit Path Alignment
In Social Aspects/MISC
Changjian Shui · Qi CHEN · Jiaqi Li · Boyu Wang · Christian Gagne
Spotlight
Wed Jul 20 11:55 PM -- 12:00 AM (KST) @ Room 318 - 320
Mitigating Neural Network Overconfidence with Logit Normalization
In Social Aspects/MISC
Hongxin Wei · RENCHUNZI XIE · Hao Cheng · LEI FENG · Bo An · Yixuan Li
Spotlight
Thu Jul 21 12:00 AM -- 12:05 AM (KST) @ Room 318 - 320
Learning fair representation with a parametric integral probability metric
In Social Aspects/MISC
Dongha Kim · Kunwoong Kim · Insung Kong · Ilsang Ohn · Yongdai Kim
Oral
Thu Jul 21 12:05 AM -- 12:25 AM (KST) @ Room 318 - 320 None
Privacy for Free: How does Dataset Condensation Help Privacy?
In Social Aspects/MISC
Tian Dong · Bo Zhao · Lingjuan Lyu
Spotlight
Thu Jul 21 12:25 AM -- 12:30 AM (KST) @ Room 318 - 320
Fair Generalized Linear Models with a Convex Penalty
In Social Aspects/MISC
Hyungrok Do · Preston Putzel · Axel Martin · Padhraic Smyth · Judy Zhong
Spotlight
Thu Jul 21 12:30 AM -- 12:35 AM (KST) @ Room 318 - 320
HyperPrompt: Prompt-based Task-Conditioning of Transformers
In Social Aspects/MISC
Yun He · Steven Zheng · Yi Tay · Jai Gupta · Yu Du · Vamsi Aribandi · Zhe Zhao · Yaguang Li · Zhao Chen · Don Metzler · Heng-Tze Cheng · Ed Chi
Spotlight
Thu Jul 21 12:35 AM -- 12:40 AM (KST) @ Room 318 - 320
Validating Causal Inference Methods
In Social Aspects/MISC
Harsh Parikh · Carlos Varjao · Louise Xu · Eric Tchetgen Tchetgen
Spotlight
Thu Jul 21 12:40 AM -- 12:45 AM (KST) @ Room 318 - 320
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks
In Social Aspects/MISC
Hadeel Soliman · Lingfei Zhao · Zhipeng Huang · Subhadeep Paul · Kevin Xu
Spotlight
Thu Jul 21 12:45 AM -- 12:50 AM (KST) @ Room 318 - 320
Scalable Deep Gaussian Markov Random Fields for General Graphs
In Social Aspects/MISC
Joel Oskarsson · Per Sidén · Fredrik Lindsten
Spotlight
Thu Jul 21 12:50 AM -- 12:55 AM (KST) @ Room 318 - 320
Anytime Information Cascade Popularity Prediction via Self-Exciting Processes
In Social Aspects/MISC
Xi Zhang · Akshay Aravamudan · Georgios Anagnostopoulos
Spotlight
Thu Jul 21 12:55 AM -- 01:00 AM (KST) @ Room 318 - 320
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection
In Social Aspects/MISC
Wenchao Chen · Long Tian · Bo Chen · Liang Dai · Zhibin Duan · Mingyuan Zhou