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Christoph Studer
Christoph Studer
Associate Professor at the Dept. of Information Technology and Electrical Engineering, ETH Zurich
Adresă de e-mail confirmată pe ethz.ch - Pagina de pornire
Titlu
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Visualizing the loss landscape of neural nets
H Li, Z Xu, G Taylor, C Studer, T Goldstein
Advances in neural information processing systems 31, 2018
23542018
Adversarial training for free!
A Shafahi, M Najibi, MA Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ...
Advances in neural information processing systems 32, 2019
16252019
Poison frogs! targeted clean-label poisoning attacks on neural networks
A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ...
Advances in neural information processing systems 31, 2018
13252018
Soft-output sphere decoding: Algorithms and VLSI implementation
C Studer, A Burg, H Bolcskei
IEEE Journal on selected areas in Communications 26 (2), 290-300, 2008
4682008
Throughput analysis of massive MIMO uplink with low-resolution ADCs
S Jacobsson, G Durisi, M Coldrey, U Gustavsson, C Studer
IEEE Transactions on Wireless Communications 16 (6), 4038-4051, 2017
4502017
Large-scale MIMO detection for 3GPP LTE: Algorithms and FPGA implementations
M Wu, B Yin, G Wang, C Dick, JR Cavallaro, C Studer
IEEE Journal of Selected Topics in Signal Processing 8 (5), 916-929, 2014
4392014
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
arXiv preprint arXiv:1809.02104, 2018
3822018
Transferable clean-label poisoning attacks on deep neural nets
C Zhu, WR Huang, H Li, G Taylor, C Studer, T Goldstein
International conference on machine learning, 7614-7623, 2019
3682019
Quantized precoding for massive MU-MIMO
S Jacobsson, G Durisi, M Coldrey, T Goldstein, C Studer
IEEE Transactions on Communications 65 (11), 4670-4684, 2017
3662017
ASIC implementation of soft-input soft-output MIMO detection using MMSE parallel interference cancellation
C Studer, S Fateh, D Seethaler
IEEE Journal of Solid-State Circuits 46 (7), 1754-1765, 2011
3512011
MIMO transmission with residual transmit-RF impairments
C Studer, M Wenk, A Burg
2010 international ITG workshop on smart antennas (WSA), 189-196, 2010
3432010
Phasemax: Convex phase retrieval via basis pursuit
T Goldstein, C Studer
IEEE Transactions on Information Theory 64 (4), 2675-2689, 2018
3152018
PAR-aware large-scale multi-user MIMO-OFDM downlink
C Studer, EG Larsson
IEEE Journal on Selected Areas in Communications 31 (2), 303-313, 2013
3102013
Quantized massive mu-mimo-ofdm uplink
C Studer, G Durisi
IEEE Transactions on Communications 64 (6), 2387-2399, 2016
2852016
A field guide to forward-backward splitting with a FASTA implementation
T Goldstein, C Studer, R Baraniuk
arXiv preprint arXiv:1411.3406, 2014
2782014
Deep unfolding for communications systems: A survey and some new directions
A Balatsoukas-Stimming, C Studer
2019 IEEE International Workshop on Signal Processing Systems (SiPS), 266-271, 2019
2632019
Soft–input soft–output single tree-search sphere decoding
C Studer, H Bölcskei
IEEE Transactions on Information Theory 56 (10), 4827-4842, 2010
2592010
Training quantized nets: A deeper understanding
H Li, S De, Z Xu, C Studer, H Samet, T Goldstein
Advances in Neural Information Processing Systems 30, 2017
2452017
One-bit massive MIMO: Channel estimation and high-order modulations
S Jacobsson, G Durisi, M Coldrey, U Gustavsson, C Studer
2015 IEEE International Conference on Communication Workshop (ICCW), 1304-1309, 2015
2262015
Approximate matrix inversion for high-throughput data detection in the large-scale MIMO uplink
M Wu, B Yin, A Vosoughi, C Studer, JR Cavallaro, C Dick
2013 IEEE international symposium on circuits and systems (ISCAS), 2155-2158, 2013
2262013
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