Alexander Camuto

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Color Image Restoration

Top Venues

Publications

Tobin South, Alexander Camuto, Shrey Jain, Shayla Nguyen, Robert Mahari, Christian Paquin, Jason Morton, Alex 'Sandy' Pentland
Verifiable evaluations of machine learning models using zkSNARKs. CoRR (2024)
Alexander Camuto, Matthew Willetts
Variational Autoencoders: A Harmonic Perspective. AISTATS (2022)
Ben Barrett, Alexander Camuto, Matthew Willetts, Tom Rainforth
Certifiably Robust Variational Autoencoders. AISTATS (2022)
Alexander Camuto, Matthew Willetts, Chris C. Holmes, Brooks Paige, Stephen J. Roberts
Learning Bijective Feature Maps for Linear ICA. AISTATS (2021)
Matthew Willetts, Alexander Camuto, Tom Rainforth, Stephen J. Roberts, Christopher C. Holmes
Improving VAEs' Robustness to Adversarial Attack. ICLR (2021)
Alexander Camuto, George Deligiannidis, Murat A. Erdogdu, Mert Gürbüzbalaban, Umut Simsekli, Lingjiong Zhu
Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms. NeurIPS (2021)
Alexander Camuto, Xiaoyu Wang, Lingjiong Zhu, Chris C. Holmes, Mert Gürbüzbalaban, Umut Simsekli
Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections. CoRR (2021)
Ben Barrett, Alexander Camuto, Matthew Willetts, Tom Rainforth
Certifiably Robust Variational Autoencoders. CoRR (2021)
Alexander Camuto, George Deligiannidis, Murat A. Erdogdu, Mert Gürbüzbalaban, Umut Simsekli, Lingjiong Zhu
Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms. CoRR (2021)
Alexander Camuto, Matthew Willetts
Variational Autoencoders: A Harmonic Perspective. CoRR (2021)
Alexander Camuto, Xiaoyu Wang, Lingjiong Zhu, Chris C. Holmes, Mert Gürbüzbalaban, Umut Simsekli
Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections. ICML (2021)
Alexander Camuto, Matthew Willetts, Stephen J. Roberts, Chris C. Holmes, Tom Rainforth
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders. AISTATS (2021)
Alexander Camuto, Matthew Willetts, Umut Simsekli, Stephen J. Roberts, Chris C. Holmes
Explicit Regularisation in Gaussian Noise Injections. NeurIPS (2020)
Alexander Camuto, Matthew Willetts, Stephen J. Roberts, Chris C. Holmes, Tom Rainforth
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders. CoRR (2020)
Alexander Camuto, Matthew Willetts, Umut Simsekli, Stephen J. Roberts, Chris C. Holmes
Explicit Regularisation in Gaussian Noise Injections. CoRR (2020)
Alexander Camuto, Matthew Willetts, Brooks Paige, Chris C. Holmes, Stephen J. Roberts
Learning Bijective Feature Maps for Linear ICA. CoRR (2020)
Matthew Willetts, Alexander Camuto, Stephen J. Roberts, Chris C. Holmes
Regularising Deep Networks with DGMs. CoRR (2019)
Matthew Willetts, Alexander Camuto, Stephen J. Roberts, Chris C. Holmes
Disentangling Improves VAEs' Robustness to Adversarial Attacks. CoRR (2019)