Proceedings of the IEEE

Published in March 2021 Authors W. Samek, G. Montavon, S. Lapuschkin, C. J. Anders, and K.-R. Müller Abstract With the broader and highly successful usage of machine learning (ML) in industry and the sciences, there has been a growing demand for explainable artificial…

webinar distributed computing remotely sensed big data processing

Webinar Series

Webinar on Distributed Computing for Remotely Sensed Big Data Processing

December 7, 2021

7 December 2021, 11 AM - 12 PM ET View Event Recording | View Special Section Description The explosive growth of remotely sensed data has posed serious challenges for its efficient processing in a timely fashion to support a variety of remote sensing applications.…

proceedings of the ieee popular scholkopf

Toward Causal Representation Learning

November 30, 2021

Published in May 2021 Authors B. Schölkopf, F. Locatello, S. Bauer, N. R. Ke, N. Kalchbrenner, A. Goyal, and Y. Bengio Abstract The two fields of machine learning and graphical causality arose and are developed separately. However, there is, now, cross-pollination…

proceedings of the ieee popular shahriari

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Taking the Human Out of the Loop: A Review of Bayesian Optimization

November 11, 2021

Published in January 2016 Authors B. Shahriari, K. Swersky, Z. Wang, R. P. Adams, and N. de Freitas Abstract Big Data applications are typically associated with systems involving large numbers of users, massive complex software systems, and large-scale heterogeneous computing and…

2021 Journal Issues

November 2021

November 11, 2021

Regular Papers Volume 109, Issue 11 November 2021 Access the Full Issue Regular Papers Scanning the Issue Edge Intelligence: Empowering Intelligence to the Edge of Network By D. Xu et al. This article presents a thorough and comprehensive survey on edge intelligence and…

2021 Journal Issues

October 2021

October 6, 2021

Regular Papers Volume 109, Issue 10 October 2021 Access the Full Issue Regular Papers Scanning the Issue An Overview of Signal Processing Techniques for Terahertz Communications By H. Sarieddeen, M.-S. Alouini, and T. Y. Al-Naffouri This tutorial provides an overview of recent advances…

Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook

September 22, 2021

Published in May 2021 Authors M. Davies, A. Wild, G. Orchard, Y. Sandamirskaya, G. A. Fonseca Guerra, P. Joshi, P. Plank, and S. R. Risbud Abstract Deep artificial neural networks apply principles of the brain's information processing that led to breakthroughs…

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Reliability of Power Electronic Systems for EV/HEV Applications

September 22, 2021

Published in June 2021 Authors F. Blaabjerg, H. Wang, I. Vernica, B. Liu, and P. Davari Abstract The electrification of the transportation sector is moving on at a fast pace. All car manufacturers have strong programs to electrify their car fleet to fulfill…

2021 Journal Issues

September 2021

September 14, 2021

Special Issue: Open Media Compression: Overview, Design Criteria, and Outlook on Emerging Standards Volume 109, Issue 9 September 2021 Access the Full Issue Guest Editors Guest Editors: Christian Timmerer, Mathias Wien, Lu Yu, and Amy Reibman Special Section Papers Scanning the Issue: By…

2021 Journal Issues

August 2021

August 17, 2021

Special Section: Distributed Computing for Remotely Sensed Big Data Processing Volume 109, Issue 8 August 2021 Access the Full Issue Guest Editors Guest Editors: Jón Atli Benediktsson and Zebin Wu Special Section Papers Scanning the Section By J. A. Benediktsson and Z. Wu…

Author page: Julia Christ

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

Webinar on Distributed Computing for Remotely Sensed Big Data Processing

Toward Causal Representation Learning

Taking the Human Out of the Loop: A Review of Bayesian Optimization

November 2021

October 2021

Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook

Reliability of Power Electronic Systems for EV/HEV Applications

September 2021

August 2021

Webinar on the Evolution of Smart Grids (October 5, 2023, 10-11AM ET)

Webinar on Energy Transition Technology: The Role of Power Electronics

Webinar on Scaling Optical Fiber Capacities

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