Home /
Research
Showing 205 - 210 / 904
Probabilistic Load Forecasting Based on Adaptive Online Learning
VerónicaÁlvarez, SantiagoMazuelas, JoséA.Lozano....
Published date-11/30/2020
LoadForecasting
Load forecasting is crucial for multiple energy management tasks such as scheduling generation capacity, planning supply and demand, and minimizing energy trade costs. Such relevance has increased even more in …
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics
RaghavKansal, JavierDuarte, BrenoOrzari....
Published date-11/30/2020
We develop a graph generative adversarial network to generate sparse data sets like those produced at the CERN Large Hadron Collider (LHC). We demonstrate this approach by training on and …
PMLB v1.0: an open source dataset collection for benchmarking machine learning methods
TrangT.Le, WilliamLaCava, JosephD.Romano....
Published date-11/30/2020
Multi-classClassification
PMLB (Penn Machine Learning Benchmark) is an open-source data repository containing a curated collection of datasets for evaluating and comparing machine learning (ML) algorithms. Compiled from a broad range of …
Large-Scale Gravitational Lens Modeling with Bayesian Neural Networks for Accurate and Precise Inference of the Hubble Constant
JiWonPark, SebastianWagner-Carena, SimonBirrer....
Published date-11/30/2020
We investigate the use of approximate Bayesian neural networks (BNNs) in modeling hundreds of time-delay gravitational lenses for Hubble constant ($H_0$) determination. Our BNN was trained on synthetic HST-quality images …
Language-Driven Region Pointer Advancement for Controllable Image Captioning
AnnikaLindh, RobertJ.Ross, JohnD.Kelleher....
Published date-11/30/2020
ImageCaptioning
Controllable Image Captioning is a recent sub-field in the multi-modal task of Image Captioning wherein constraints are placed on which regions in an image should be described in the generated …
Facilitating the Communication of Politeness through Fine-Grained Paraphrasing
LiyeFu, SusanR.Fussell, CristianDanescu-Niculescu-Mizil....
Published date-11/30/2020
Aided by technology, people are increasingly able to communicate across geographical, cultural, and language barriers. This ability also results in new challenges, as interlocutors need to adapt their communication approaches …