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Poster
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Thu 14:00
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Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees
Avinandan Bose · Arunesh Sinha · Tien Mai
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Poster
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Wed 9:00
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CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
Ran Ran · Wei Wang · Quan Gang · Jieming Yin · Nuo Xu · Wujie Wen
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Poster
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Tue 9:00
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Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth
Laxman Dhulipala · David Eisenstat · Jakub Lacki · Vahab Mirrokni · Jessica Shi
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Poster
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Thu 9:00
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Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding · Lingxiao Zhao · Leman Akoglu
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Poster
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Wed 9:00
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On the Stability and Scalability of Node Perturbation Learning
Naoki Hiratani · Yash Mehta · Timothy Lillicrap · Peter E Latham
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Poster
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Wed 14:00
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S3GC: Scalable Self-Supervised Graph Clustering
Fnu Devvrit · Aditya Sinha · Inderjit Dhillon · Prateek Jain
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Poster
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Thu 14:00
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A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree
Kaixun Hua · Jiayang Ren · Yankai Cao
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Poster
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Thu 9:00
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k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
Ziv Goldfeld · Kristjan Greenewald · Theshani Nuradha · Galen Reeves
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Poster
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Wed 14:00
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Faster and Scalable Algorithms for Densest Subgraph and Decomposition
Elfarouk Harb · Kent Quanrud · Chandra Chekuri
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Poster
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Tue 14:00
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Scalable Neural Video Representations with Learnable Positional Features
Subin Kim · Sihyun Yu · Jaeho Lee · Jinwoo Shin
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Poster
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Tue 9:00
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Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
Jiayu Chen · Jingdi Chen · Tian Lan · Vaneet Aggarwal
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Poster
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Thu 9:00
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Bezier Gaussian Processes for Tall and Wide Data
Martin Jørgensen · Michael A Osborne
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