Ludwig: a type-based declarative deep learning toolbox

Ludwig: a type-based declarative deep learning toolbox

17 September 2019

Sai Sumanth Miryala

Papers citing "Ludwig: a type-based declarative deep learning toolbox"

14 / 14 papers shown

Title
Reasonable Scale Machine Learning with Open-Source Metaflow Jacopo Tagliabue Hugo Bowne-Anderson Ville Tuulos Savin Goyal R. Cledat David Berg AIFin AI4CE 40 6 0 21 Mar 2023
Safe-DS: A Domain Specific Language to Make Data Science Safe Lars Reimann Günter Kniesel-Wünsche 14 4 0 28 Feb 2023
Introducing Semantics into Speech Encoders Derek Xu Shuyan Dong Changhan Wang Suyoun Kim Zhaojiang Lin ... Alexei Baevski Guan-Ting Lin Hung-yi Lee Yizhou Sun Wei Wang SSL 36 3 0 15 Nov 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 45 15 0 20 Oct 2022
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning A. Feder Cooper Emanuel Moss Benjamin Laufer Helen Nissenbaum MLAU 32 85 0 10 Feb 2022
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems Laurel J. Orr Atindriyo Sanyal Xiao Ling Karan Goel Megan Leszczynski 27 18 0 11 Aug 2021
Declarative Machine Learning Systems Piero Molino Christopher Ré AI4TS 24 19 0 16 Jul 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 62 91 0 13 Jan 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 35 26 0 09 Aug 2020
Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning Jeffrey M. Ede 29 12 0 06 Apr 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization Xiaomeng Dong Junpyo Hong Hsi-Ming Chang Michael Potter Aritra Chowdhury ... Rajesh Tamada Gaurav Kumar Caroline Favart V. R. Saripalli Gopal Avinash 21 2 0 07 Oct 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014