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Poster
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Wed 8:45
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Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation
Peiwen Yuan · Xinglin Wang · Jiayi Shi · Bin Sun · Yiwei Li · Prof. Kan
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Poster
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Wed 8:45
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Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
Zhouxing Shi · Nicholas Carlini · Ananth Balashankar · Ludwig Schmidt · Cho-Jui Hsieh · Alex Beutel · Yao Qin
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Poster
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Thu 8:45
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FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout
Irene Wang · Prashant Nair · Divya Mahajan
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Poster
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Tue 15:15
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Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
Hanhan Zhou · Tian Lan · Guru Prasadh Venkataramani · Wenbo Ding
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Poster
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Thu 15:00
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FedNAR: Federated Optimization with Normalized Annealing Regularization
Junbo Li · Ang Li · Chong Tian · Qirong Ho · Eric Xing · Hongyi Wang
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Workshop
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MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-Convex Optimization
Hanmin Li · Avetik Karagulyan · Peter Richtarik
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Workshop
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TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation
Laurent Condat · Ivan Agarský · Grigory Malinovsky · Peter Richtarik
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Poster
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Thu 15:00
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Towards Personalized Federated Learning via Heterogeneous Model Reassembly
Jiaqi Wang · Xingyi Yang · Suhan Cui · Liwei Che · Lingjuan Lyu · Dongkuan (DK) Xu · Fenglong Ma
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Workshop
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Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Anna Bair · Hongxu Yin · Maying Shen · Pavlo Molchanov · Jose M. Alvarez
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Poster
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Thu 15:00
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Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
Martijn De Vos · Sadegh Farhadkhani · Rachid Guerraoui · Anne-marie Kermarrec · Rafael Pires · Rishi Sharma
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Poster
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Thu 8:45
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Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts
Gleb Bazhenov · Denis Kuznedelev · Andrey Malinin · Artem Babenko · Liudmila Prokhorenkova
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Workshop
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Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design
Marlon Becker · Marco Butz · David Lemli · Carsten Schuck · Benjamin Risse
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