Roman Novak
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2002–2024
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | Small-scale proxies for large-scale Transformer training instabilities. | Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie E. Everett, Alexander A. 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 |
| 2024 | ICML | Scaling Exponents Across Parameterizations and Optimizers. | Katie E. Everett, Lechao Xiao, Mitchell Wortsman, Alexander A. Alemi, Roman Novak, Peter J. Liu, Izzeddin Gur, Jascha Sohl-Dickstein, Leslie Pack Kaelbling, Jaehoon Lee, Jeffrey Pennington |
| 2022 | ICML | Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling. | Jiri Hron, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein |
| 2022 | ICML | Fast Finite Width Neural Tangent Kernel. | Roman Novak, Jascha Sohl-Dickstein, Samuel S. Schoenholz |
| 2020 | ICLR | 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 |
| 2020 | ICML | Infinite attention: NNGP and NTK for deep attention networks. | Jiri Hron, Yasaman Bahri, Jascha Sohl-Dickstein, Roman Novak |
| 2019 | ICLR | 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 |
| 2018 | ICLR | Deep Neural Networks as Gaussian Processes. | Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein |
| 2018 | ICLR | Sensitivity and Generalization in Neural Networks: an Empirical Study. | Roman Novak, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein |
| 2003 | ACNS | Side-Channel Attack on Substitution Blocks. | Roman Novak |
| 2003 | WISA | Sign-Based Differential Power Analysis. | Roman Novak |
| 2002 | PKC | SPA-Based Adaptive Chosen-Ciphertext Attack on RSA Implementation. | Roman Novak |