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(14 events)   Timezone: »  
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Oral
Wed Dec 09 06:00 PM -- 06:15 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
FrugalML: How to use ML Prediction APIs more accurately and cheaply
Lingjiao Chen · Matei Zaharia · James Zou
Oral
Wed Dec 09 06:15 PM -- 06:30 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity
Silviu-Marian Udrescu · Andrew K Tan · Jiahai Feng · Orisvaldo Neto · Tailin Wu · Max Tegmark
Oral
Wed Dec 09 06:30 PM -- 06:45 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
PyGlove: Symbolic Programming for Automated Machine Learning
Daiyi Peng · Xuanyi Dong · Esteban Real · Mingxing Tan · Yifeng Lu · Gabriel Bender · Hanxiao Liu · Adam Kraft · Chen Liang · Quoc V Le
Break
Wed Dec 09 06:45 PM -- 07:00 PM (PST)
Break
Spotlight
Wed Dec 09 07:00 PM -- 07:10 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
Improved Schemes for Episodic Memory-based Lifelong Learning
Yunhui Guo · Mingrui Liu · Tianbao Yang · Tajana S Rosing
Spotlight
Wed Dec 09 07:10 PM -- 07:20 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
Defu Cao · Yujing Wang · Juanyong Duan · Ce Zhang · Xia Zhu · Congrui Huang · Yunhai Tong · Bixiong Xu · Jing Bai · Jie Tong · Qi Zhang
Spotlight
Wed Dec 09 07:20 PM -- 07:30 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
Uncertainty Aware Semi-Supervised Learning on Graph Data
Xujiang Zhao · Feng Chen · Shu Hu · Jin-Hee Cho
Spotlight
Wed Dec 09 07:30 PM -- 07:40 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
Rethinking Importance Weighting for Deep Learning under Distribution Shift
Tongtong Fang · Nan Lu · Gang Niu · Masashi Sugiyama
Q&A
Wed Dec 09 07:40 PM -- 07:50 PM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Wed Dec 09 07:50 PM -- 08:00 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
Modular Meta-Learning with Shrinkage
Yutian Chen · Abe Friesen · Feryal Behbahani · Arnaud Doucet · David Budden · Matthew Hoffman · Nando de Freitas
Spotlight
Wed Dec 09 08:00 PM -- 08:10 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
JAX MD: A Framework for Differentiable Physics
Sam Schoenholz · Dogus Cubuk
Spotlight
Wed Dec 09 08:10 PM -- 08:20 PM (PST) @ Orals & Spotlights: Graph/Meta Learning/Software
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila Saha · Aditya Kusupati · Harsha Simhadri · Manik Varma · Prateek Jain
Q&A
Wed Dec 09 08:20 PM -- 08:30 PM (PST)
Joint Q&A for Preceeding Spotlights
Break
Wed Dec 09 08:30 PM -- 09:00 PM (PST)
Break