Concept
Gradient boosting
Related people (33)
Ali H. Sayed
Ali H. Sayed is Dean of Engineering at EPFL, Switzerland, where he also leads the Adaptive Systems Laboratory. He has also served as Distinguished Professor and Chairman of Electrical Engineering at UCLA. He is recognized as a Highly Cited Researcher and is a member of the US National Academy of Engineering. He is also a member of the World Academy of Sciences and served as President of the IEEE Signal Processing Society during 2018 and 2019.
Dr. Sayed is an author/co-author of over 570 scholarly publications and six books. His research involves several areas
including adaptation and learning theories, data and network sciences, statistical inference, and multiagent systems.
His work has been recognized with several major awards including the 2022 IEEE Fourier Award, the 2020 Norbert Wiener Society Award and the 2015 Education Award from the IEEE Signal Processing Society, the 2014 Papoulis Award from the European Association for Signal Processing, the 2013 Meritorious Service Award and the 2012 Technical Achievement Award from the IEEE Signal Processing Society, the 2005 Terman Award from the American Society for Engineering Education, the 2005 Distinguished Lecturer from the IEEE Signal Processing Society, the 2003 Kuwait Prize, and the 1996 IEEE Donald G. Fink Prize. His publications have been awarded several Best Paper Awards from the IEEE (2002, 2005, 2012, 2014) and EURASIP (2015). He is a Fellow of IEEE, EURASIP, and the American Association for the Advancement of Science (AAAS); the publisher of the journal Science.
Volkan Cevher
Volkan Cevher received the B.Sc. (valedictorian) in electrical engineering from Bilkent University in Ankara, Turkey, in 1999 and the Ph.D. in electrical and computer engineering from the Georgia Institute of Technology in Atlanta, GA in 2005. He was a Research Scientist with the University of Maryland, College Park from 2006-2007 and also with Rice University in Houston, TX, from 2008-2009. Currently, he is an Associate Professor at the Swiss Federal Institute of Technology Lausanne and a Faculty Fellow in the Electrical and Computer Engineering Department at Rice University. His research interests include machine learning, signal processing theory, optimization theory and methods, and information theory. Dr. Cevher is an ELLIS fellow and was the recipient of the Google Faculty Research award in 2018, the IEEE Signal Processing Society Best Paper Award in 2016, a Best Paper Award at CAMSAP in 2015, a Best Paper Award at SPARS in 2009, and an ERC CG in 2016 as well as an ERC StG in 2011.
Pascal Fua
Pascal Fua received an engineering degree from Ecole Polytechnique, Paris, in 1984 and the Ph.D. degree in Computer Science from the University of Orsay in 1989. He then worked at SRI International and INRIA Sophia-Antipolis as a Computer Scientist. He joined EPFL in 1996 where he is now a Professor in the School of Computer and Communication Science and heads the Computer Vision Laboratory. His research interests include shape modeling and motion recovery from images, analysis of microscopy images, and Augmented Reality. His research interests include shape modeling and motion recovery from images, analysis of microscopy images, and machine learning. He has (co)authored over 300 publications in refereed journals and conferences. He is an IEEE Fellow and has been an Associate Editor of IEEE journal Transactions for Pattern Analysis and Machine Intelligence. He often serves as program committee member, area chair, and program chair of major vision conferences and has cofounded three spinoff companies (Pix4D, PlayfulVision, and NeuralConcept).
Mihai Adrian Ionescu
Adrian M. Ionescu is Full Professor at the Swiss Federal Institute of Technology, Lausanne, Switzerland. He received the B.S./M.S. and Ph.D. degrees from the Polytechnic Institute of Bucharest, Romania and the National Polytechnic Institute of Grenoble, France, in 1989 and 1997, respectively. He has held staff and/or visiting positions at LETI-CEA, Grenoble, France and INP Grenoble, France and Stanford University, USA, in 1998 and 1999. Dr. Ionescu has published more than 600 articles in international journals and conferences. He received many Best Paper Awards in international conferences, the Annual Award of the Technical Section of the Romanian Academy of Sciences in 1994 and the Blondel Medal in 2009 for contributions to the progress in engineering sciences in the domain of electronics. He is the 2013 recipient of the IBM Faculty Award in Engineering. He served the IEDM and VLSI conference technical committees and was the Technical Program Committee (Co)Chair of ESSDERC in 2006 and 2013. He is a member of the SATW. He is director of the Laboratory of Micro/Nanoelectronic Devices (NANOLAB).
Farzan Jazaeri
Farzan Jazaeri received his M.Sc. degree in 2009 from University of Tehran and his Ph.D. in electronic engineering from EPFL in 2015. He has been serving as Research Scientist at EPFL since 2015 and Senior RD Semiconductor Device Engineer in the Swatch Company since 2019.He is a recipient of the 2018 Electron Devices Society George E. Smith Award, the best talk award from MIXDES 2019 and the best paper awards from ESSDERC2018 and ESSDERC2019, and several other academic awards. He is also awarded an advanced Swiss National Science Foundation grant for two years fellowship in MIT and NASA. His doctoral thesis was recognized to be eligible for the IBM award in 2017. Dr. Jazaeri is currently research scientist and project leader in high level of international scientific collaborative activities at EPFL. His research activities on solid-state physics are focused on creation of the cryogenic temperature infrastructure necessary to operate the qubits for quantum computations(MOSQUITO), radiation-induced damages in advanced devices for the future high energy physics experiments at CERN (GigaRadMOST), Pinned Photodiodes for CIS, and modeling and characterization AlGaN-GaN heterostructure in collaboration with IMEC. Together with Dr. Sallese, he is the lead developer of EPFL HEMT MODEL for GaN HEMTs. He fully developed a new model (EPFL-JL Model) for the so-called nanowire FETs and was invited by Cambridge University Press to write a book on junctionless nanowire FETs, emerging nanoelectronic devices, already published since 2018. He serves as lead editor and reviewer for several scientific journals. He has been an invited keynote speaker at several international conferences and events. He is invited to MIXDES 2019 as a keynote speaker to address quantum bits and quantum computing architecture.From Jun 2009 to February 2010, he worked on designing and implementing SD/HD broadcast systems with SAMIM-RAYANEH Co., Tehran, Iran. Between March 2010 and November 2011 he worked as a SCADA expert in Tehran Regional Electric Co. (TREC), Tehran, Iran. From September 2010 to December 2011, he continued his research activities in nano-electronics in Tehran, Iran. In December 2011, he joined to Electron Device Modelling and Technology Lab (EDLab) and pursued his Ph.D. degree at EPFL. In 2015, he received his Ph.D. from Microsystems and Microelectronics department, Integrated Systems Laboratory (STI/IC) at EPFL, Lausanne, Switzerland.