Alexander Camuto

18 papers A* 4A 4Journal 10

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