Volkan Cevher - Publications, H-index & Citations

Volkan Cevher

ecole polytechnique federale de lausanne

42H指数

492论文数

8.0K被引数

收录论文 29

发表时间

Sequence Modeling Architectures: Foundations [Special Issue on the Mathematics of Deep Learning]序列建模架构：基础 [《深度学习数学》特刊]

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

Felix Sarnthein; Arshia Afzal; Razvan Pascanu; Antonio Orvieto; Caglar Gulcehre; Jonas Geiping; Francesco Tonin; Albert Gu; Volkan Cevher

Training Neural Networks at Any Scale: An exposition 训练任意规模的神经网络：一种阐述

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

Thomas Pethick; Kimon Antonakopoulos; Antonio Silveti-Falls; Leena Chennuru Vankadara; Volkan Cevher

HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity HeNCler: 基于学习的不对称相似性的异构图节点聚类

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V

IF0

2026-01-01

PREAI

Achten, Sonny; Op de Beeck, Zander; Tonin, Francesco; Cevher, Volkan; Suykens, Johan A. K.

Deep-Learning-Assisted SICM for Enhanced Real-Time Imaging of Nanoscale Biological Dynamics 深度学习辅助的SICM用于增强纳米尺度生物动态的实时成像

Small Methods

IF9.1

2025-10-13

OAAI

Zahra Ayar; Marcos Penedo; Barney Drake; Jialin Shi; Samuel Mendes Leitao; Igor Krawczuk; Helena Miljkovic; Aleksandra Radenovic; Jelena Ban; Volkan Cevher; Georg Ernest Fantner

On the complexity of a simple primal-dual coordinate method 简单原始-对偶坐标法的复杂性

MATHEMATICAL PROGRAMMING

IF2.5

2025-09-01

OAAI

Alacaoglu, Ahmet; Cevher, Volkan; Wright, Stephen J.

Hadamard Product in Deep Learning: Introduction, Advances and Challenges 深度学习中Hadamard积：引言、进展与挑战

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-08-01

PREAI

Grigorios G. Chrysos; Yongtao Wu; Razvan Pascanu; Philip H.S. Torr; Volkan Cevher

Machine Learning From Distributed, Streaming Data [From the Guest Editors]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-05-01

OAAI

Bajwa, Waheed U.; Cevher, Volkan; Papailiopoulos, Dimitris; Scaglione, Anna

An adaptive primal-dual framework for nonsmooth convex minimization

MATHEMATICAL PROGRAMMING COMPUTATION

IF3.6

2019-10-31

PREAI

Quoc Tran-Dinh; Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan

STREAMING LOW-RANK MATRIX APPROXIMATION WITH AN APPLICATION TO SCIENTIFIC SIMULATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2019-07-30

OAAI

Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan

A Learning-Based Framework for Quantized Compressed Sensing 一种基于学习的量化压缩感知框架

ieee signal processing magazine

IF3.9

2019-06-01

OAAI

Mahabadi, Rabeeh Karimi; Lin, Junhong; Cevher, Volkan

Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces 介电超表面实现的超灵敏高光谱成像和生物检测

NATURE PHOTONICS

IF32.9

2019-04-01

685

PREAI

Yesilkoy, Filiz; Arvelo, Eduardo R.; Jahani, Yasaman; Liu, Mingkai; Tittl, Andreas; Cevher, Volkan; Kivshar, Yuri; Altug, Hatice

Adaptive Learning-Based Compressive Sampling for Low-power Wireless Implants

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2018-11-01

OAAI

Aprile, Cosimo; Ture, Kerim; Baldassarre, Luca; Shoaran, Mahsa; Yilmaz, Gurkan; Maloberti, Franco; Dehollain, Catherine; Leblebici, Yusuf; Cevher, Volkan

Near-Optimal Noisy Group Testing via Separate Decoding of Items

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2018-10-01

OAAI

Scarlett, Jonathan; Cevher, Volkan

Learning-Based Compressive MRI

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-06-01

OAAI

Gozcu, Baran; Mahabadi, Rabeeh Karimi; Li, Yen-Huan; Ilicak, Efe; Cukur, Tolga; Scarlett, Jonathan; Cevher, Volkan