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2020 – today
- 2021
[j9]Roman Novak
:
Three-Point Synchrophasor Estimator With Better Off-Nominal Frequency Leakage Reduction. IEEE Access 9: 50126-50137 (2021)- [c18]Timothy Nguyen, Roman Novak, Lechao Xiao, Jaehoon Lee:
Dataset Distillation with Infinitely Wide Convolutional Networks. NeurIPS 2021: 5186-5198 - [i12]Timothy Nguyen, Roman Novak, Lechao Xiao, Jaehoon Lee:
Dataset Distillation with Infinitely Wide Convolutional Networks. CoRR abs/2107.13034 (2021) - 2020
- [c17]Roman Novak, Lechao Xiao, Jiri Hron, Jaehoon Lee, Alexander A. Alemi, Jascha Sohl-Dickstein, Samuel S. Schoenholz:
Neural Tangents: Fast and Easy Infinite Neural Networks in Python. ICLR 2020 - [c16]Jiri Hron, Yasaman Bahri, Jascha Sohl-Dickstein, Roman Novak:
Infinite attention: NNGP and NTK for deep attention networks. ICML 2020: 4376-4386 - [c15]Jaehoon Lee, Samuel S. Schoenholz, Jeffrey Pennington, Ben Adlam, Lechao Xiao, Roman Novak, Jascha Sohl-Dickstein:
Finite Versus Infinite Neural Networks: an Empirical Study. NeurIPS 2020 - [i11]Jascha Sohl-Dickstein, Roman Novak, Samuel S. Schoenholz, Jaehoon Lee:
On the infinite width limit of neural networks with a standard parameterization. CoRR abs/2001.07301 (2020) - [i10]Jiri Hron, Yasaman Bahri, Jascha Sohl-Dickstein, Roman Novak:
Infinite attention: NNGP and NTK for deep attention networks. CoRR abs/2006.10540 (2020) - [i9]Jiri Hron, Yasaman Bahri, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein:
Exact posterior distributions of wide Bayesian neural networks. CoRR abs/2006.10541 (2020) - [i8]Jaehoon Lee, Samuel S. Schoenholz, Jeffrey Pennington, Ben Adlam, Lechao Xiao, Roman Novak, Jascha Sohl-Dickstein:
Finite Versus Infinite Neural Networks: an Empirical Study. CoRR abs/2007.15801 (2020)
2010 – 2019
- 2019
- [j8]Klemen Bregar, Roman Novak, Mihael Mohorcic:
Evaluation of range-based indoor tracking algorithms by merging simulation and measurements. EURASIP J. Wirel. Commun. Netw. 2019: 173 (2019) - [c14]Roman Novak, Lechao Xiao, Yasaman Bahri, Jaehoon Lee, Greg Yang, Jiri Hron, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein:
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes. ICLR (Poster) 2019 - [c13]Jaehoon Lee, Lechao Xiao, Samuel S. Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl-Dickstein, Jeffrey Pennington:
Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent. NeurIPS 2019: 8570-8581 - [i7]Roman Novak, Lechao Xiao, Jiri Hron, Jaehoon Lee, Alexander A. Alemi, Jascha Sohl-Dickstein, Samuel S. Schoenholz:
Neural Tangents: Fast and Easy Infinite Neural Networks in Python. CoRR abs/1912.02803 (2019) - 2018
- [c12]Klemen Bregar, Roman Novak, Mihael Mohorcic:
Combining Measurements and Simulations for Evaluation of Tracking Algorithms. EuCNC 2018: 1-250 - [c11]Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein:
Deep Neural Networks as Gaussian Processes. ICLR (Poster) 2018 - [c10]Roman Novak, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein:
Sensitivity and Generalization in Neural Networks: an Empirical Study. ICLR (Poster) 2018 - [i6]Roman Novak, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein:
Sensitivity and Generalization in Neural Networks: an Empirical Study. CoRR abs/1802.08760 (2018) - [i5]Roman Novak, Lechao Xiao, Jaehoon Lee, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein:
Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes. CoRR abs/1810.05148 (2018) - 2017
- [i4]Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein:
Deep Neural Networks as Gaussian Processes. CoRR abs/1711.00165 (2017) - 2016
- [i3]Yaroslav Nikulin, Roman Novak:
Exploring the Neural Algorithm of Artistic Style. CoRR abs/1602.07188 (2016) - [i2]Roman Novak, Yaroslav Nikulin:
Improving the Neural Algorithm of Artistic Style. CoRR abs/1605.04603 (2016) - [i1]Roman Novak, Michael Auli, David Grangier:
Iterative Refinement for Machine Translation. CoRR abs/1610.06602 (2016) - 2015
- [j7]Roman Novak:
Loop Optimization for Divergence Reduction on GPUs with SIMT Architecture. IEEE Trans. Parallel Distributed Syst. 26(6): 1633-1642 (2015) - 2010
- [j6]Andrej Vilhar, Roman Novak, Gorazd Kandus:
The impact of network topology on the performance of MAP selection algorithms. Comput. Networks 54(7): 1197-1209 (2010)
2000 – 2009
- 2008
- [j5]Andrej Vilhar, Roman Novak:
Policy relationship annotations of predefined AS-level topologies. Comput. Networks 52(15): 2859-2871 (2008) - 2006
- [j4]Roman Novak:
Proxy MAP for Intra-domain Route Optimization in Hierarchical Mobile IP. IEICE Trans. Commun. 89-B(2): 472-481 (2006) - 2005
- [c9]Andrej Vilhar, Roman Novak:
Home Agent Placement Optimization for HAP-Based Network Mobility. ISWCS 2005: 873-877 - 2003
- [c8]Roman Novak:
Side-Channel Attack on Substitution Blocks. ACNS 2003: 307-318 - [c7]Roman Novak:
Sign-Based Differential Power Analysis. WISA 2003: 203-216 - 2002
- [c6]Roman Novak:
SPA-Based Adaptive Chosen-Ciphertext Attack on RSA Implementation. Public Key Cryptography 2002: 252-262 - 2001
- [j3]Roman Novak, Joze Rugelj, Gorazd Kandus:
A note on distributed multicast routing in point-to-point networks. Comput. Oper. Res. 28(12): 1149-1164 (2001) - [j2]Denis Trcek, Roman Novak, Gorazd Kandus, Marjan Suselj:
Slovene smart card and IP based health-care information system infrastructure. Int. J. Medical Informatics 61(1): 33-43 (2001) - [c5]Marjeta Frey-Pucko, Roman Novak, Gorazd Kandus:
SEPAM -- CMM Implementation for Developing Telecommunications Systems. EUROMICRO 2001: 272-278
1990 – 1999
- 1999
- [c4]Marjeta Frey-Pucko, Monika Kapus-Kolar, Roman Novak:
Automatic Test Case Generation from the Industrial Point of View: Conformance Testing in IskraTEL. IWTCS 1999: 347-362 - 1997
- [c3]Roman Novak, Joze Rugelj:
Distributed Rerouting of Multicast Connections with Delay Constraints. Euro-PDS 1997: 237-242 - [c2]Roman Novak, Joze Rugelj:
Rerouting of Multicast Connections with Quality-of-Service Constraints. EUROMICRO 1997: 301-307 - 1994
- [j1]Roman Novak, Gorazd Kandus:
Adaptive Steiner tree balancing in distributed algorithm for multicast connection setup. Microprocess. Microprogramming 40(10-12): 795-798 (1994) - [c1]Roman Novak, Joze Rugelj:
Steiner Tree Balancing in Distributed Algorithm for Multicast Connection Setup. Applied Informatics 1994: 43-46
Coauthor Index
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