Michael Kagan

Orcid: 0000-0002-3386-6869

According to our database¹, Michael Kagan authored at least 32 papers between 1997 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Masked particle modeling on sets: towards self-supervised high energy physics foundation models.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 2024

Umami: A Python toolkit for jet flavour tagging.

[BibT_eX]

[DOI]

J. Open Source Softw., 2024

Is Tokenization Needed for Masked Particle Modelling?

[BibT_eX]

[DOI]

CoRR, 2024

Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml.

[BibT_eX]

[DOI]

Elham E Khoda

Dylan S. Rankin

Rafael Teixeira de Lima

Mach. Learn. Sci. Technol., June, 2023

Differentiable Vertex Fitting for Jet Flavour Tagging.

[BibT_eX]

[DOI]

CoRR, 2023

Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics.

[BibT_eX]

[DOI]

Michael Kagan

Lukas Heinrich

CoRR, 2023

2022

Interpretable Uncertainty Quantification in AI for HEP.

[BibT_eX]

[DOI]

CoRR, 2022

Novel Light Field Imaging Device with Enhanced Light Collection for Cold Atom Clouds.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges.

[BibT_eX]

[DOI]

CoRR, 2022

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation.

[BibT_eX]

[DOI]

CoRR, 2022

Differentiable Matrix Elements with MadJax.

[BibT_eX]

[DOI]

Lukas Heinrich

Michael Kagan

CoRR, 2022

2021

End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.

[BibT_eX]

[DOI]

CoRR, 2021

CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

The high-speed networks of the Summit and Sierra supercomputers.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2020

Image-Based Jet Analysis.

[BibT_eX]

[DOI]

Michael Kagan

CoRR, 2020

Differentiating the Black-Box: Optimization with Local Generative Surrogates.

[BibT_eX]

[DOI]

CoRR, 2020

Black-Box Optimization with Local Generative Surrogates.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Continual Learning via Neural Pruning.

[BibT_eX]

[DOI]

Siavash Golkar

Michael Kagan

Kyunghyun Cho

CoRR, 2019

2018

Machine learning at the energy and intensity frontiers of particle physics.

[BibT_eX]

[DOI]

Nat., 2018

Machine Learning in High Energy Physics Community White Paper.

[BibT_eX]

[DOI]

Juan Pedro Araque Espinosa

Konstantin Kanishchev

Graeme Andrew Stewart

Xavier Vilasís-Cardona

CoRR, 2018

2017

Learning to Pivot with Adversarial Networks.

[BibT_eX]

[DOI]

Gilles Louppe

Michael Kagan

Kyle Cranmer

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2013

The co-design architecture for exascale systems, a novel approach for scalable designs.

[BibT_eX]

[DOI]

Comput. Sci. Res. Dev., 2013

2011

The development of Mellanox/NVIDIA GPUDirect over InfiniBand - a new model for GPU to GPU communications.

[BibT_eX]

[DOI]

Comput. Sci. Res. Dev., 2011

2010

Overlapping computation and communication: Barrier algorithms and ConnectX-2 CORE-Direct capabilities.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

ConnectX-2 InfiniBand Management Queues: First Investigation of the New Support for Network Offloaded Collective Operations.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009

Optics for Enabling Future HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Symposium on High Performance Interconnects, 2009

2006

InfiniBand interconnects - Application acceleration through MPI overlap.

[BibT_eX]

[DOI]

Michael Kagan

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

2005

Zero Copy Sockets Direct Protocol over InfiniBand - Preliminary Implementation and Performance Analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual IEEE Symposium on High Performance Interconnects (HOTIC 2005), 2005

Transparently Achieving Superior Socket Performance Using Zero Copy Socket Direct Protocol over 20Gb/s InfiniBand Links.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

1997

The Pentium® processor with MMX™ technology.

[BibT_eX]

[DOI]

Mooly Eden

Michael Kagan

Proceedings of the Proceedings IEEE COMPCON 97, 1997

Michael Kagan

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