Tune: A Research Platform for Distributed Model Selection and Training

13 July 2018

Papers citing "Tune: A Research Platform for Distributed Model Selection and Training"

50 / 129 papers shown

Title
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation Soysal Degirmenci Chris Jones OffRL 27 1 0 05 Dec 2022
A Topological Deep Learning Framework for Neural Spike Decoding Edward C. Mitchell Brittany Story D. Boothe P. Franaszczuk Vasileios Maroulas 34 8 0 01 Dec 2022
Denoising after Entropy-based Debiasing A Robust Training Method for Dataset Bias with Noisy Labels Sumyeong Ahn Se-Young Yun NoLa 33 2 0 01 Dec 2022
Using uncertainty-aware machine learning models to study aerosol-cloud interactions Maelys Solal Andrew Jesson Y. Gal A. Douglas 23 0 0 30 Nov 2022
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting Arindam Jati Vijayabharathi Ekambaram Shaonli Pal Brian Quanz Wesley M. Gifford Pavithra Harsha Stuart Siegel Sumanta Mukherjee Chandra Narayanaswami AI4TS 24 5 0 28 Nov 2022
Two Is Better Than One: Dual Embeddings for Complementary Product Recommendations Giorgi Kvernadze P. A. Sudyanti N. Subedi Mohammadtaghi Hajiaghayi 28 2 0 28 Nov 2022
Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network Iordanis Fostiropoulos Laurent Itti 45 1 0 26 Nov 2022
Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction Grace Yang Mingzi Cao L. Jiang Xujin C. Liu Alexander T. M. Cheung Hannah Weiss Davied Kurland Kyunghyun Cho Eric K. Oermann LM&MA 18 3 0 13 Nov 2022
Gallery Filter Network for Person Search Lucas Jaffe A. Zakhor 18 12 0 24 Oct 2022
Towards Dynamic Fault Tolerance for Hardware-Implemented Artificial Neural Networks: A Deep Learning Approach Daniel Gregorek Nils Hülsmeier Steffen Paul AI4CE 11 0 0 16 Oct 2022
PyHopper -- Hyperparameter optimization Mathias Lechner Ramin Hasani Philipp Neubauer Sophie A. Neubauer Daniela Rus GP 29 5 0 10 Oct 2022
Single Image Super-Resolution Based on Capsule Neural Networks George Correa de Araujo Hélio Pedrini SupR 29 0 0 06 Oct 2022
An Interactive Interpretability System for Breast Cancer Screening with Deep Learning Yuzhe Lu Adam Perer 24 3 0 30 Sep 2022
Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning HyunJae Lee Gihyeon Lee Junh-Nam Kim Sungjun Cho Dohyun Kim Donggeun Yoo 39 3 0 26 Sep 2022
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients Risto Vuorio Jacob Beck Shimon Whiteson Jakob N. Foerster Gregory Farquhar 33 8 0 22 Sep 2022
DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks Blake Bullwinkel Dylan Randle P. Protopapas David Sondak 24 3 0 15 Sep 2022
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting Berend Gort Xiao-Yang Liu Xinghang Sun Jiechao Gao Shuai Chen Chris Wang 32 13 0 12 Sep 2022
Fair mapping Sébastien Gambs Rosin Claude Ngueveu 42 0 0 01 Sep 2022
The Value of Out-of-Distribution Data Ashwin De Silva Rahul Ramesh Carey E. Priebe Pratik Chaudhari Joshua T. Vogelstein OODD 29 11 0 23 Aug 2022
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization Yi-Wei Chen Chi Wang A. Saied Rui Zhuang 19 2 0 04 Aug 2022
Character Generation through Self-Supervised Vectorization Gokcen Gokceoglu Emre Akbas 25 0 0 03 Aug 2022
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 26 56 0 01 Aug 2022
Graph Neural Networks for Channel Decoding Sebastian Cammerer J. Hoydis Fayçal Ait Aoudia Alexander Keller GNN 35 27 0 29 Jul 2022
Stable Invariant Models via Koopman Spectra Takuya Konishi Yoshinobu Kawahara 23 3 0 15 Jul 2022
Scene Text Recognition with Permuted Autoregressive Sequence Models Darwin Bautista Rowel Atienza 28 169 0 14 Jul 2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments Mohan Zhang Xiaozhou Wang Benjamin Decardi-Nelson Bo Song A. Zhang ... Jiayi Cheng Xiaohong Liu DengDeng Yu Matthew Poon Animesh Garg 26 4 0 17 Jun 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 30 8 0 16 Jun 2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar 31 25 0 12 Jun 2022
Learning ReLU networks to high uniform accuracy is intractable Julius Berner Philipp Grohs F. Voigtlaender 32 4 0 26 May 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers Yutian Chen Xingyou Song Chansoo Lee Zehao Wang Qiuyi Zhang ... Greg Kochanski Arnaud Doucet MarcÁurelio Ranzato Sagi Perel Nando de Freitas 32 63 0 26 May 2022
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review Daniel Rosendo Alexandru Costan P. Valduriez Gabriel Antoniu 17 80 0 29 Apr 2022
Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson A. Douglas P. Manshausen Maelys Solal N. Meinshausen P. Stier Y. Gal Uri Shalit CML 26 26 0 21 Apr 2022
Transformer-Based Self-Supervised Learning for Emotion Recognition Juan Vazquez-Rodriguez G. Lefebvre Julien Cumin James L. Crowley 23 25 0 08 Apr 2022
A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction Yuchen Dang Ziqi Chen Heng Li Hai Shu ELM BDL 27 26 0 11 Mar 2022
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks David Hin Andrey Kan Huaming Chen M. Babar 31 159 0 10 Mar 2022
Hyperparameter optimization of data-driven AI models on HPC systems Eric Wulff M. Girone J. Pata 27 7 0 02 Mar 2022
Inference of Affordances and Active Motor Control in Simulated Agents Fedor Scholz Christian Gumbsch S. Otte Martin Volker Butz AI4CE 32 5 0 23 Feb 2022
CTMSTOU driven markets: simulated environment for regime-awareness in trading policies Selim Amrouni Aymeric Moulin T. Balch 22 1 0 02 Feb 2022
Word Segmentation and Morphological Parsing for Sanskrit Jingwen Li Leander Girrbach 22 6 0 30 Jan 2022
BITES: Balanced Individual Treatment Effect for Survival data Stefan Schrod Andreas Schäfer S. Solbrig R. Lohmayer W. Gronwald P. Oefner T. Beissbarth Rainer Spang H. Zacharias Michael Altenbuchinger CML 17 23 0 05 Jan 2022
Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling Chen Tang Wei Zhan Masayoshi Tomizuka DRL 34 19 0 01 Dec 2021
On the Generalization of Agricultural Drought Classification from Climate Data Julia Gottfriedsen M. Berrendorf Pierre Gentine Markus Reichstein Katja Weigel B. Hassler Veronika Eyring 11 1 0 30 Nov 2021
ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds Georg Bökman Fredrik Kahl Axel Flinth 3DPC 26 19 0 30 Nov 2021
A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine D. Martín Juan Galán Páez J. Borrego-Díaz 14 13 0 24 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 71 446 0 10 Nov 2021
Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction Konstantin Schurholt Dimche Kostadinov Damian Borth SSL 41 14 0 28 Oct 2021
Using Non-Linear Causal Models to Study Aerosol-Cloud Interactions in the Southeast Pacific Andrew Jesson P. Manshausen A. Douglas D. Watson‐Parris Y. Gal P. Stier AI4Cl 27 6 0 28 Oct 2021
ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets Selim Amrouni Aymeric Moulin Jared Vann Svitlana Vyetrenko T. Balch Manuela Veloso AI4CE 32 42 0 27 Oct 2021
Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation Ross M. Clarke E. T. Oldewage José Miguel Hernández-Lobato 31 9 0 20 Oct 2021
Constrained Mean Shift for Representation Learning Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash SSL 45 0 0 19 Oct 2021