Daniel Nemirovsky

According to our database, Daniel Nemirovsky authored at least 14 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

CounteRGAN: Generating counterfactuals for real-time recourse and interpretability using residual GANs.

Daniel Nemirovsky, Nicolas Thiebaut, Ye Xu, Abhishek Gupta

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Providing Actionable Feedback in Hiring Marketplaces using Generative Adversarial Networks.

Daniel Nemirovsky, Nicolas Thiebaut, Ye Xu, Abhishek Gupta

Proceedings of the WSDM '21, 2021

2020

CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets.

Daniel Nemirovsky, Nicolas Thiebaut, Ye Xu, Abhishek Gupta

CoRR, 2020

2018

A General Guide to Applying Machine Learning to Computer Architecture.

Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal, Mateo Valero

Supercomput. Front. Innov., 2018

2017

Improving heterogeneous system efficiency : architecture, scheduling, and machine learning.

Daniel Nemirovsky

PhD thesis, 2017

A Machine Learning Approach for Performance Prediction and Scheduling on Heterogeneous CPUs.

Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal

Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

iQ: An Efficient and Flexible Queue-Based Simulation Framework.

Damian Roca, Daniel Nemirovsky, Marc Casas, Miquel Moretó, Mateo Valero, Mario Nemirovsky

Proceedings of the 25th IEEE International Symposium on Modeling, 2017

A Deep Learning Mapper (DLM) for Scheduling on Heterogeneous Systems.

Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal, Mateo Valero

Proceedings of the High Performance Computing - 4th Latin American Conference, 2017

2016

Emergent Behaviors in the Internet of Things: The Ultimate Ultra-Large-Scale System.

Damian Roca, Daniel Nemirovsky, Mario Nemirovsky, Rodolfo A. Milito, Mateo Valero

IEEE Micro, 2016

2015

Reimagining Heterogeneous Computing: A Functional Instruction-Set Architecture Computing Model.

Daniel Nemirovsky, Nikola Markovic, Osman S. Unsal, Mateo Valero, Adrián Cristal

IEEE Micro, 2015

Kernel-to-User-Mode Transition-Aware Hardware Scheduling.

Nikola Markovic, Daniel Nemirovsky, Osman S. Unsal, Mateo Valero, Adrián Cristal

IEEE Micro, 2015

Thread Lock Section-Aware Scheduling on Asymmetric Single-ISA Multi-Core.

Nikola Markovic, Daniel Nemirovsky, Osman S. Ünsal, Mateo Valero, Adrián Cristal

IEEE Comput. Archit. Lett., 2015

Performance and Energy Efficient Hardware-Based Scheduler for Symmetric/Asymmetric CMPs.

Nikola Markovic, Daniel Nemirovsky, Osman S. Unsal, Mateo Valero, Adrián Cristal

Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing, 2015

Hardware Round-Robin Scheduler for Single-ISA Asymmetric Multi-core.

Nikola Markovic, Daniel Nemirovsky, Veljko Milutinovic, Osman S. Unsal, Mateo Valero, Adrián Cristal

Proceedings of the Euro-Par 2015: Parallel Processing, 2015