Roman Novak

According to our database, Roman Novak authored at least 41 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron Parisi, Abhishek Kumar, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin F. Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel

CoRR, 2023

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

C. Daniel Freeman, Laura Culp, Aaron Parisi, Maxwell L. Bileschi, Gamaleldin F. Elsayed, Alex Rizkowsky, Isabelle Simpson, Alex Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Izzeddin Gur, Jaehoon Lee, John D. Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Lechao Xiao, Rosanne Liu, Simon Kornblith, Noah Constant, Peter J. Liu, Roman Novak, Yundi Qian, Noah Fiedel, Jascha Sohl-Dickstein

CoRR, 2023

Small-scale proxies for large-scale Transformer training instabilities.

Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie Everett, Alex Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith

CoRR, 2023

Quantum Algorithms in Electromagnetic Propagation Modelling for Telecommunications.

Roman Novak

IEEE Access, 2023

2022

Inconsistent Rays in Propagation Prediction by Ray Launching in Rectangular Tunnels.

Roman Novak

IEEE Access, 2022

Fast Neural Kernel Embeddings for General Activations.

Insu Han, Amir Zandieh, Jaehoon Lee, Roman Novak, Lechao Xiao, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fast Finite Width Neural Tangent Kernel.

Roman Novak, Jascha Sohl-Dickstein, Samuel S. Schoenholz

Proceedings of the International Conference on Machine Learning, 2022

Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling.

Jiri Hron, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein

Proceedings of the International Conference on Machine Learning, 2022

2021

Three-Point Synchrophasor Estimator With Better Off-Nominal Frequency Leakage Reduction.

Roman Novak

IEEE Access, 2021

Dataset Distillation with Infinitely Wide Convolutional Networks.

Timothy Nguyen, Roman Novak, Lechao Xiao, Jaehoon Lee

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Exact posterior distributions of wide Bayesian neural networks.

Jiri Hron, Yasaman Bahri, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein

CoRR, 2020

On the infinite width limit of neural networks with a standard parameterization.

Jascha Sohl-Dickstein, Roman Novak, Samuel S. Schoenholz, Jaehoon Lee

CoRR, 2020

Finite Versus Infinite Neural Networks: an Empirical Study.

Jaehoon Lee, Samuel S. Schoenholz, Jeffrey Pennington, Ben Adlam, Lechao Xiao, Roman Novak, Jascha Sohl-Dickstein

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Infinite attention: NNGP and NTK for deep attention networks.

Jiri Hron, Yasaman Bahri, Jascha Sohl-Dickstein, Roman Novak

Proceedings of the 37th International Conference on Machine Learning, 2020

Neural Tangents: Fast and Easy Infinite Neural Networks in Python.

Roman Novak, Lechao Xiao, Jiri Hron, Jaehoon Lee, Alexander A. Alemi, Jascha Sohl-Dickstein, Samuel S. Schoenholz

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Evaluation of range-based indoor tracking algorithms by merging simulation and measurements.

Klemen Bregar, Roman Novak, Mihael Mohorcic

EURASIP J. Wirel. Commun. Netw., 2019

Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent.

Jaehoon Lee, Lechao Xiao, Samuel S. Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl-Dickstein, Jeffrey Pennington

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes.

Roman Novak, Lechao Xiao, Yasaman Bahri, Jaehoon Lee, Greg Yang, Jiri Hron, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes.

Roman Novak, Lechao Xiao, Jaehoon Lee, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein

CoRR, 2018

Sensitivity and Generalization in Neural Networks: an Empirical Study.

Roman Novak, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein

Proceedings of the 6th International Conference on Learning Representations, 2018

Deep Neural Networks as Gaussian Processes.

Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein

Proceedings of the 6th International Conference on Learning Representations, 2018

Combining Measurements and Simulations for Evaluation of Tracking Algorithms.

Klemen Bregar, Roman Novak, Mihael Mohorcic

Proceedings of the 2018 European Conference on Networks and Communications, 2018

2016

Improving the Neural Algorithm of Artistic Style.

Roman Novak, Yaroslav Nikulin

CoRR, 2016

Iterative Refinement for Machine Translation.

Roman Novak, Michael Auli, David Grangier

CoRR, 2016

Exploring the Neural Algorithm of Artistic Style.

Yaroslav Nikulin, Roman Novak

CoRR, 2016

2015

Loop Optimization for Divergence Reduction on GPUs with SIMT Architecture.

Roman Novak

IEEE Trans. Parallel Distributed Syst., 2015

2010

The impact of network topology on the performance of MAP selection algorithms.

Andrej Vilhar, Roman Novak, Gorazd Kandus

Comput. Networks, 2010

2008

Policy relationship annotations of predefined AS-level topologies.

Andrej Vilhar, Roman Novak

Comput. Networks, 2008

2006

Proxy MAP for Intra-domain Route Optimization in Hierarchical Mobile IP.

Roman Novak

IEICE Trans. Commun., 2006

2005

Home Agent Placement Optimization for HAP-Based Network Mobility.

Andrej Vilhar, Roman Novak

Proceedings of the 2nd IEEE International Symposium on Wireless Communication Systems, 2005

2003

Sign-Based Differential Power Analysis.

Roman Novak

Proceedings of the Information Security Applications, 4th International Workshop, 2003

Side-Channel Attack on Substitution Blocks.

Roman Novak

Proceedings of the Applied Cryptography and Network Security, 2003

2002

SPA-Based Adaptive Chosen-Ciphertext Attack on RSA Implementation.

Roman Novak

Proceedings of the Public Key Cryptography, 2002

2001

Slovene smart card and IP based health-care information system infrastructure.

Denis Trcek, Roman Novak, Gorazd Kandus, Marjan Suselj

Int. J. Medical Informatics, 2001

A note on distributed multicast routing in point-to-point networks.

Roman Novak, Joze Rugelj, Gorazd Kandus

Comput. Oper. Res., 2001

SEPAM -- CMM Implementation for Developing Telecommunications Systems.

Marjeta Frey-Pucko, Roman Novak, Gorazd Kandus

Proceedings of the 27th EUROMICRO Conference 2001: A Net Odyssey, 2001

1999

Automatic Test Case Generation from the Industrial Point of View: Conformance Testing in IskraTEL.

Marjeta Frey-Pucko, Monika Kapus-Kolar, Roman Novak

Proceedings of the Testing of Communicating Systems: Method and Applications, 1999

1997

Rerouting of Multicast Connections with Quality-of-Service Constraints.

Roman Novak, Joze Rugelj

Proceedings of the 23rd EUROMICRO Conference '97, 1997

Distributed Rerouting of Multicast Connections with Delay Constraints.

Roman Novak, Joze Rugelj

Proceedings of the IASTED International Conference on Parallel and Distributed Systems, 1997

1994

Adaptive Steiner tree balancing in distributed algorithm for multicast connection setup.

Roman Novak, Gorazd Kandus

Microprocess. Microprogramming, 1994

Steiner Tree Balancing in Distributed Algorithm for Multicast Connection Setup.

Roman Novak, Joze Rugelj

Proceedings of the 12st IASTED International Conference on Applied Informatics, 1994