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Workshop
Explaining Algorithm Aversion with Metacognitive Bandits
Aakriti Kumar
Expo Talk Panel
Sun 17:43 Live-action Demo with Audience Participation: Jointly train an FL model using algorithms presented in the lightning talks
Oral
Wed 19:20 Latent Programmer: Discrete Latent Codes for Program Synthesis
Joey Hong · David Dohan · Rishabh Singh · Charles Sutton · Manzil Zaheer
Workshop
Convergence of a Human-in-the-Loop Policy-Gradient Algorithm With Eligibility Trace Under Reward, Policy, and Advantage Feedback
Ishaan Shah
Spotlight
Tue 17:25 Quantization Algorithms for Random Fourier Features
Xiaoyun Li · Ping Li
Poster
Thu 9:00 Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels
Songhua Wu · Xiaobo Xia · Tongliang Liu · Bo Han · Mingming Gong · Nannan Wang · Haifeng Liu · Gang Niu
Poster
Tue 21:00 iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
Miao Zhang · Steven Su · Shirui Pan · Xiaojun Chang · Ehsan Abbasnejad · Reza Haffari
Spotlight
Tue 19:45 Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li · Shengyuan Hu · Ahmad Beirami · Virginia Smith
Poster
Thu 21:00 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification
Dong Hoon Lee · Sae-Young Chung
Poster
Tue 21:00 Few-Shot Neural Architecture Search
Yiyang Zhao · Linnan Wang · Yuandong Tian · Rodrigo Fonseca · Tian Guo
Affinity Workshop
Mon 10:50 Generalized linear tree: a flexible algorithm for predicting continuous variables
Alberto Rodrigues Ferreira · Alex Aki Okuno
Oral Session
Tue 19:00 Deep Learning Algorithms 7