| Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample | Jan 28, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Distributed Learning with Compressed Gradient Differences | Jan 26, 2019 | Distributed ComputingQuantization | —Unverified | 0 |
| DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization | Jan 16, 2019 | Distributed ComputingVocal Bursts Type Prediction | CodeCode Available | 0 |
| Distance-Guided GA-Based Approach to Distributed Data-Intensive Web Service Composition | Jan 16, 2019 | Distributed ComputingService Composition | —Unverified | 0 |
| Real-time cortical simulations: energy and interconnect scaling on distributed systems | Dec 12, 2018 | Distributed Computing | CodeCode Available | 0 |
| Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning | Dec 7, 2018 | Distributed ComputingMulti-agent Reinforcement Learning | —Unverified | 0 |
| DLHub: Model and Data Serving for Science | Nov 27, 2018 | Distributed Computingmodel | —Unverified | 0 |
| Partitioned Variational Inference: A unified framework encompassing federated and continual learning | Nov 27, 2018 | Continual LearningDistributed Computing | —Unverified | 0 |
| Distributed Gradient Descent with Coded Partial Gradient Computations | Nov 22, 2018 | Distributed Computing | —Unverified | 0 |
| Toward Creating Subsurface Camera | Oct 29, 2018 | Distributed ComputingSeismic Imaging | —Unverified | 0 |
| Communication Efficient Parallel Algorithms for Optimization on Manifolds | Oct 26, 2018 | Distributed ComputingLow-Rank Matrix Completion | —Unverified | 0 |
| Quantile Regression Under Memory Constraint | Oct 18, 2018 | Distributed Computingquantile regression | —Unverified | 0 |
| A Bi-layered Parallel Training Architecture for Large-scale Convolutional Neural Networks | Oct 17, 2018 | Distributed ComputingScheduling | —Unverified | 0 |
| A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments | Oct 17, 2018 | Cloud ComputingData Compression | —Unverified | 0 |
| A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers | Oct 8, 2018 | Distributed Computing | —Unverified | 0 |
| Predicate learning in neural systems: Discovering latent generative structures | Oct 2, 2018 | Distributed Computing | —Unverified | 0 |
| Towards automated neural design: An open source, distributed neural architecture research framework | Sep 20, 2018 | Distributed Computing | —Unverified | 0 |
| Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning | Sep 14, 2018 | Distributed ComputingGPU | —Unverified | 0 |
| PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization | Sep 12, 2018 | Bayesian OptimizationDistributed Computing | —Unverified | 0 |
| A MapReduce based Big-data Framework for Object Extraction from Mosaic Satellite Images | Aug 26, 2018 | Distributed Computing | —Unverified | 0 |
| On the Effect of Task-to-Worker Assignment in Distributed Computing Systems with Stragglers | Aug 8, 2018 | Distributed Computing | —Unverified | 0 |
| Orchestral: a lightweight framework for parallel simulations of cell-cell communication | Jun 28, 2018 | Distributed Computing | CodeCode Available | 0 |
| Holographic Automata for Ambient Immersive A. I. via Reservoir Computing | Jun 9, 2018 | Distributed Computing | —Unverified | 0 |
| Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression | Jun 3, 2018 | Distributed Computingregression | CodeCode Available | 0 |
| Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning | May 30, 2018 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |