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Bayesian Adaptive Calibration and Optimal Design
Neural Information Processing Systems
BACON allows computational resources to be focused on simulations that provide the most value in terms of reducing epistemic uncertainty.
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- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada (0.04)
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- Information Technology > Modeling & Simulation (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Reference-Based POMDPs
Neural Information Processing Systems
A Partially Observable Markov Decision Process (POMDP) is a general framework for the above problem.
Country:
- Oceania > Australia > Australian Capital Territory > Canberra (0.04)
- North America > United States > Georgia > Fulton County > Atlanta (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (1.00)
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- North America > United States > California (0.14)
- Asia > Japan (0.05)
- North America > United States > Massachusetts > Suffolk County > Boston (0.04)
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FilterNet: Harnessing Frequency Filters for Time Series Forecasting Kun Yi
Neural Information Processing Systems
While numerous forecasters have been proposed using different network architectures, the Transformer-based models have state-of-the-art performance in time series forecasting.
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- Pacific Ocean > North Pacific Ocean > San Francisco Bay (0.04)
- Oceania > New Zealand (0.04)
- Oceania > Australia (0.04)
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- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- Oceania > Australia > Victoria > Melbourne (0.04)
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- Research Report > New Finding (1.00)
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- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
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LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning
Tianyi Chen, Georgios Giannakis, Tao Sun, Wotao Yin
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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- North America > United States > California > Los Angeles County > Los Angeles (0.28)
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- North America > Canada > Quebec > Montreal (0.05)
- (11 more...)
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A Stein variational Newton method
Gianluca Detommaso, Tiangang Cui, Youssef Marzouk, Alessio Spantini, Robert Scheichl
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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- North America > United States > Massachusetts (0.04)
- Oceania > Australia (0.04)
- North America > Canada > Quebec > Montreal (0.04)
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- North America > United States > Maine (0.04)
- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
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- Research Report > Experimental Study (0.46)
- Research Report > New Finding (0.46)
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- Health & Medicine (0.46)
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