N. Benjamin Erichson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
5
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Gated Recurrent Neural Networks with Weighted Time-Delay Feedback. | N. Benjamin Erichson, Soon Hoe Lim, Michael W. Mahoney |
| 2025 | ICLR | Tuning Frequency Bias of State Space Models. | Annan Yu, Dongwei Lyu, Soon Hoe Lim, Michael W. Mahoney, N. Benjamin Erichson |
| 2025 | ICLR | HOPE for a Robust Parameterization of Long-memory State Space Models. | Annan Yu, Michael W. Mahoney, N. Benjamin Erichson |
| 2025 | ICML | Emoji Attack: Enhancing Jailbreak Attacks Against Judge LLM Detection. | Zhipeng Wei, Yuqi Liu, N. Benjamin Erichson |
| 2024 | AISTATS | NoisyMix: Boosting Model Robustness to Common Corruptions. | N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu, Francisco Utrera, Ziang Cao, Michael W. Mahoney |
| 2024 | ICLR | Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. | Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot |
| 2024 | ICLR | Robustifying State-space Models for Long Sequences via Approximate Diagonalization. | Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson |
| 2023 | AISTATS | Error Estimation for Random Fourier Features. | Junwen Yao, N. Benjamin Erichson, Miles E. Lopes |
| 2022 | ICLR | Noisy Feature Mixup. | Soon Hoe Lim, N. Benjamin Erichson, Francisco Utrera, Winnie Xu, Michael W. Mahoney |
| 2022 | ICLR | Long Expressive Memory for Sequence Modeling. | T. Konstantin Rusch, Siddhartha Mishra, N. Benjamin Erichson, Michael W. Mahoney |
| 2021 | ICLR | Lipschitz Recurrent Neural Networks. | N. Benjamin Erichson, Omri Azencot, Alejandro F. Queiruga, Liam Hodgkinson, Michael W. Mahoney |
| 2021 | ICLR | Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification. | Francisco Utrera, Evan Kravitz, N. Benjamin Erichson, Rajiv Khanna, Michael W. Mahoney |
| 2021 | SDM | Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware. | N. Benjamin Erichson, Dane Taylor, Qixuan Wu, Michael W. Mahoney |
| 2020 | ICML | Forecasting Sequential Data Using Consistent Koopman Autoencoders. | Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney |
| 2020 | ICML | Error Estimation for Sketched SVD via the Bootstrap. | Miles E. Lopes, N. Benjamin Erichson, Michael W. Mahoney |
| 2020 | ICPRAM | JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks. | N. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney |