Papers citing "Array Programming with NumPy"

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Title
Darts: User-Friendly Modern Machine Learning for Time Series J. Herzen Francesco Lässig Samuele Giuliano Piazzetta T. Neuer Léo Tafti ... Mounir Benheddi Camila Williamson Michal Kosinskihttps://www.semanticscholar.org/me/account M. Petrik Gaël Grosch AI4TS 205 223 0 07 Oct 2021
Continuous-Time Fitted Value Iteration for Robust Policies M. Lutter Boris Belousov Shie Mannor Dieter Fox Animesh Garg Jan Peters 65 9 0 05 Oct 2021
Combining Physics and Deep Learning to learn Continuous-Time Dynamics Models M. Lutter Jan Peters PINN AI4CE 104 42 0 05 Oct 2021
Convex-Concave Min-Max Stackelberg Games Denizalp Goktas Amy Greenwald 101 30 0 05 Oct 2021
Improved architectures and training algorithms for deep operator networks Sizhuang He Hanwen Wang P. Perdikaris AI4CE 112 107 0 04 Oct 2021
Inferring dark matter substructure with astrometric lensing beyond the power spectrum S. Mishra-Sharma 101 12 0 04 Oct 2021
Row-clustering of a Point Process-valued Matrix Lihao Yin Ganggang Xu H. Sang Yongtao Guan 39 4 0 04 Oct 2021
ASH: A Modern Framework for Parallel Spatial Hashing in 3D Perception W. Dong Yixing Lao Michael Kaess V. Koltun 75 17 0 01 Oct 2021
Smooth Normalizing Flows Jonas Köhler Andreas Krämer Frank Noé 105 55 0 01 Oct 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Gavin Kerrigan Padhraic Smyth M. Steyvers 63 49 0 29 Sep 2021
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays Ricardo Bigolin Lanfredi Mingyuan Zhang W. Auffermann Jessica Chan Phuong-Anh T. Duong Vivek Srikumar Trafton Drew Joyce D. Schroeder Tolga Tasdizen 53 40 0 29 Sep 2021
An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry V. Seethi Z. LaCasse P. Chivte Joshua Bland Shrihari S. Kadkol E. Gaillard Pratool Bharti Hamed Alhoori 31 10 0 28 Sep 2021
$f$ -Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception Dhaivat Bhatt Kaustubh Mani Dishank Bansal Krishna Murthy Jatavallabhula Hanju Lee Liam Paull UQCV 93 5 0 28 Sep 2021
Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations Li Cheng Ekhi Ajuria Illarramendi Guillaume Bogopolsky M. Bauerheim B. Cuenot 80 19 0 27 Sep 2021
pyStoNED: A Python Package for Convex Regression and Frontier Estimation Sheng Dai Yunzhe Fang Chia-Yen Lee Timo Kuosmanen 20 14 0 27 Sep 2021
Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction Cenk Tüysüz C. Rieger Kristiane Novotny B. Demirköz D. Dobos K. Potamianos S. Vallecorsa J. Vlimant Richard Forster 144 55 0 26 Sep 2021
An Exploration of Learnt Representations of W Jets J. Collins DRL 83 13 0 22 Sep 2021
ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning Paul Almasan Shihan Xiao Xiangle Cheng Xiang Shi Pere Barlet-Ros A. Cabellos-Aparicio 94 20 0 22 Sep 2021
Identifying Potential Exomoon Signals with Convolutional Neural Networks A. Teachey D. Kipping 22 5 0 22 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 67 4 0 18 Sep 2021
Balancing detectability and performance of attacks on the control channel of Markov Decision Processes Alessio Russo Alexandre Proutiere AAML 60 6 0 15 Sep 2021
Testing Self-Organized Criticality Across the Main Sequence using Stellar Flares from TESS A. D. Feinstein D. Seligman M. Günther F. Adams 55 14 0 14 Sep 2021
Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL Hsing-Yin Chang Elliott Slaughter S. Mirchandaney J. Donatelli C. Yoon 46 6 0 11 Sep 2021
Scikit-dimension: a Python package for intrinsic dimension estimation Jonathan Bac Evgeny M. Mirkes Alexander N. Gorban I. Tyukin A. Zinovyev 98 84 0 06 Sep 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks T. Lai Heng Ji ChengXiang Zhai 66 31 0 06 Sep 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case Jingqing Zhang Luis Bolaños T. Li Ashwani Tanwar Guilherme Freire Xian Yang Julia Ive Vibhor Gupta Yike Guo 31 14 0 04 Sep 2021
A Guide to Computational Reproducibility in Signal Processing and Machine Learning Joseph Shenouda W. Bajwa 99 3 0 27 Aug 2021
PTRAIL -- A python package for parallel trajectory data preprocessing Salman Haidri Yaksh J. Haranwala V. Bogorny C. Renso Vinicius Prado da Fonseca Amilcar Soares 28 21 0 26 Aug 2021
Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment Taotao Zhou E. Droguett A. Mosleh AI4CE 24 26 0 24 Aug 2021
Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning Viktor Makoviychuk Lukasz Wawrzyniak Yunrong Guo Michelle Lu Kier Storey ... David Hoeller Nikita Rudin Arthur Allshire Ankur Handa Gavriel State 188 1,093 0 24 Aug 2021
Convergence bounds for nonlinear least squares and applications to tensor recovery Philipp Trunschke 33 7 0 11 Aug 2021
An Extensible Benchmark Suite for Learning to Simulate Physical Systems Karl Otness Arvi Gjoka Joan Bruna Daniele Panozzo Benjamin Peherstorfer T. Schneider Denis Zorin 98 23 0 09 Aug 2021
Deep multi-task mining Calabi-Yau four-folds Harold Erbin Riccardo Finotello Robin Schneider M. Tamaazousti 104 17 0 04 Aug 2021
Piecewise Linear Units Improve Deep Neural Networks Jordan Inturrisi Suiyang Khoo Abbas Kouzani Riccardo M. Pagliarella 23 4 0 02 Aug 2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction Matthias Keicher Hendrik Burwinkel David Bani-Harouni Magdalini Paschali Tobias Czempiel E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 86 7 0 29 Jul 2021
A Machine-Learning-Based Direction-of-Origin Filter for the Identification of Radio Frequency Interference in the Search for Technosignatures P. Pinchuk J. Margot 36 16 0 28 Jul 2021
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology Guillaume Jaume Pushpak Pati Valentin Anklin A. Foncubierta M. Gabrani 95 46 0 21 Jul 2021
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions Mohak Chadha Anshul Jindal Michael Gerndt 66 22 0 21 Jul 2021
Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression William T. Stephenson Zachary Frangella Madeleine Udell Tamara Broderick 91 12 0 19 Jul 2021
Directly Training Joint Energy-Based Models for Conditional Synthesis and Calibrated Prediction of Multi-Attribute Data Jacob Kelly R. Zemel Will Grathwohl 76 2 0 19 Jul 2021
T-RECS: A Simulation Tool to Study the Societal Impact of Recommender Systems Eli Lucherini Matthew Sun Amy A. Winecoff Arvind Narayanan 80 23 0 19 Jul 2021
Neural Contextual Anomaly Detection for Time Series Chris U. Carmona Franccois-Xavier Aubet Valentin Flunkert Jan Gasthaus BDL AI4TS 103 66 0 16 Jul 2021
Probabilistic Time Series Forecasting with Implicit Quantile Networks Adele Gouttes Kashif Rasul Mateusz Koren Johannes Stephan T. Naghibi BDL AI4TS 49 24 0 08 Jul 2021
IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation M. Sit B. Seo Ibrahim Demir 56 28 0 07 Jul 2021
Universal approximation and model compression for radial neural networks I. Ganev Twan van Laarhoven Robin Walters 75 10 0 06 Jul 2021
Morphological Classification of Galaxies in S-PLUS using an Ensemble of Convolutional Networks N. M. Cardoso G. B. O. Schwarz L. O. Dias C. R. Bom L. Sodré C. Mendes de Oliveira 49 0 0 05 Jul 2021
Accessible Color Sequences for Data Visualization M. Petroff 54 14 0 05 Jul 2021
Truncated Marginal Neural Ratio Estimation Benjamin Kurt Miller A. Cole Patrick Forré Gilles Louppe Christoph Weniger 135 38 0 02 Jul 2021
Shared Data and Algorithms for Deep Learning in Fundamental Physics L. Benato E. Buhmann M. Erdmann P. Fackeldey J. Glombitza ... T. Kuhr J. Steinheimer H. Stocker Tilman Plehn K. Zhou PINN OOD 85 15 0 01 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 161 101 0 01 Jul 2021