Papers citing "Array Programming with NumPy"

39 / 1,339 papers shown

Title
Predicting Hydroxyl Mediated Nucleophilic Degradation and Molecular Stability of RNA Sequences through the Application of Deep Learning Methods Ankita Singhal 16 4 0 09 Nov 2020
Reverse engineering learned optimizers reveals known and novel mechanisms Niru Maheswaranathan David Sussillo Luke Metz Ruoxi Sun Jascha Narain Sohl-Dickstein 97 22 0 04 Nov 2020
PyLightcurve-torch: a transit modelling package for deep learning applications in PyTorch M. Morvan A. Tsiaras N. Nikolaou Ingo P. Waldmann 78 13 0 03 Nov 2020
Aspectuality Across Genre: A Distributional Semantics Approach Thomas Kober Malihe Alikhani Matthew Stone Mark Steedman 37 12 0 31 Oct 2020
Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli Mehdi Fatemi Petar Kormushev 74 23 0 28 Oct 2020
Iterative Amortized Policy Optimization Joseph Marino Alexandre Piché Alessandro Davide Ialongo Yisong Yue OffRL 117 21 0 20 Oct 2020
On Application of Block Kaczmarz Methods in Matrix Factorization Edwin Chau Jamie Haddock 37 1 0 20 Oct 2020
Semi-parametric $γ$ -ray modeling with Gaussian processes and variational inference S. Mishra-Sharma Kyle Cranmer MedIm 102 7 0 20 Oct 2020
Causal Discovery using Compression-Complexity Measures Pranay Yadav N. Nagaraj CML 20 15 0 19 Oct 2020
Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization P. Subramani Nicholas Vadivelu Gautam Kamath 101 83 0 18 Oct 2020
The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers Preetum Nakkiran Behnam Neyshabur Hanie Sedghi OffRL 97 11 0 16 Oct 2020
Physically constrained causal noise models for high-contrast imaging of exoplanets Timothy D. Gebhard M. Bonse S. Quanz Bernhard Schölkopf 27 2 0 12 Oct 2020
fairseq S2T: Fast Speech-to-Text Modeling with fairseq Changhan Wang Yun Tang Xutai Ma Anne Wu Sravya Popuri Dmytro Okhonko J. Pino VLM LRM 107 276 0 11 Oct 2020
Learning Not to Learn: Nature versus Nurture in Silico R. T. Lange Henning Sprekeler 66 10 0 09 Oct 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders? Shijie Wu Mark Dredze 46 7 0 06 Oct 2020
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves Luke Metz Niru Maheswaranathan C. Freeman Ben Poole Jascha Narain Sohl-Dickstein 151 61 0 23 Sep 2020
Distributional Generalization: A New Kind of Generalization Preetum Nakkiran Yamini Bansal OOD 80 42 0 17 Sep 2020
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 51 12 0 10 Sep 2020
Independent Vector Analysis via Log-Quadratically Penalized Quadratic Minimization Robin Scheibler 72 11 0 23 Aug 2020
Estimating Causal Effects with the Neural Autoregressive Density Estimator Sergio Garrido S. Borysov Jeppe Rich Francisco Câmara Pereira CML 51 7 0 17 Aug 2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics Y. Iiyama G. Cerminara Abhijay Gupta J. Kieseler Vladimir Loncar ... Miaoyuan Liu K. Pedro N. Tran E. Kreinar Zhenbin Wu 75 68 0 08 Aug 2020
Bringing UMAP Closer to the Speed of Light with GPU Acceleration Corey J. Nolet V. Lafargue Edward Raff Thejaswi Nanditale Tim Oates John Zedlewski Joshua Patterson 77 35 0 01 Aug 2020
Uncovering the structure of clinical EEG signals with self-supervised learning Hubert J. Banville O. Chehab Aapo Hyvarinen Denis A. Engemann Alexandre Gramfort 94 198 0 31 Jul 2020
ResNet After All? Neural ODEs and Their Numerical Solution Katharina Ott P. Katiyar Philipp Hennig Michael Tiemann 88 31 0 30 Jul 2020
Coarse Graining Molecular Dynamics with Graph Neural Networks B. Husic N. Charron Dominik Lemm Jiang Wang Adria Pérez ... Yaoyi Chen Simon Olsson Gianni De Fabritiis Frank Noé C. Clementi AI4CE 121 161 0 22 Jul 2020
OccamNet: A Fast Neural Model for Symbolic Regression at Scale Owen Dugan Rumen Dangovski Allan dos Santos Costa Samuel Kim Pawan Goyal J. Jacobson M. Soljavcić 95 11 0 16 Jul 2020
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows H. M. Dolatabadi S. Erfani C. Leckie AAML 123 66 0 15 Jul 2020
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Frank Hutter 113 285 0 08 Jul 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs Ignavier Ng AmirEmad Ghassami Kun Zhang CML 70 189 0 17 Jun 2020
Categorical Stochastic Processes and Likelihood Dan Shiebler 39 9 0 10 May 2020
Distilling Spikes: Knowledge Distillation in Spiking Neural Networks R. K. Kushawaha S. Kumar Biplab Banerjee R. Velmurugan 43 33 0 01 May 2020
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration Guillaume Tauzin Umberto Lupo Lewis Tunstall Julián Burella Pérez Matteo Caorsi Wojciech Reise A. Medina-Mardones A. Dassatti K. Hess AI4CE 60 192 0 06 Apr 2020
Statistical power for cluster analysis Edwin S. Dalmaijer Camilla L. Nord D. Astle 28 298 0 01 Mar 2020
Time Series Alignment with Global Invariances Titouan Vayer R. Tavenard Laetitia Chapel Nicolas Courty Rémi Flamary Yann Soullard AI4TS 83 17 0 10 Feb 2020
OpenML-Python: an extensible Python API for OpenML Matthias Feurer Jan N. van Rijn Arlind Kadra Pieter Gijsbers Neeratyoy Mallik Sahithya Ravi Andreas Müller Joaquin Vanschoren Frank Hutter ELM GP 99 91 0 06 Nov 2019
Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation Ryan-Rhys Griffiths Alexander A. Aldrick Miguel García-Ortegón Vidhi R. Lalchand A. Lee 101 35 0 17 Oct 2019
GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU Carl Yang A. Buluç John Douglas Owens GNN 46 101 0 04 Aug 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Guohao Li Bryan C. Russell 48 7 0 30 Jul 2019
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation Ritabrata Dutta Marcel Schoengens Lorenzo Pacchiardi Avinash Ummadisingu Nicole Widmer Pierre Künzli J. Onnela Antonietta Mira 65 25 0 13 Nov 2017