Hippolyt Ritter

16 papers A* 5Misc 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2023	Misc	`conf`	Training Set Cleansing of Backdoor Poisoning by Self-Supervised Representation Learning. ICASSP Hang Wang, Sahar Karami, Ousmane Dia, Hippolyt Ritter, Ehsan Emamjomeh-Zadeh, Jiahui Chen, Zhen Xiang, David J. Miller, George Kesidis
2022	J	`jnl`	Black-box Coreset Variational Inference. CoRR Dionysis Manousakas, Hippolyt Ritter, Theofanis Karaletsos
2022	A*	`conf`	Black-box coreset variational inference. NeurIPS Dionysis Manousakas, Hippolyt Ritter, Theofanis Karaletsos
2022	J	`jnl`	Training set cleansing of backdoor poisoning by self-supervised representation learning. CoRR Hang Wang, Sahar Karami, Ousmane Dia, Hippolyt Ritter, Ehsan Emamjomeh-Zadeh, Jiahui Chen, Zhen Xiang, David J. Miller, George Kesidis
2022	—	`conf`	TyXe: Pyro-based Bayesian neural nets for Pytorch. MLSys Hippolyt Ritter, Theofanis Karaletsos
2021	A*	`conf`	Addressing Catastrophic Forgetting in Few-Shot Problems. ICML Pau Ching Yap, Hippolyt Ritter, David Barber
2021	A*	`conf`	Sparse Uncertainty Representation in Deep Learning with Inducing Weights. NeurIPS Hippolyt Ritter, Martin Kukla, Cheng Zhang, Yingzhen Li
2021	J	`jnl`	Sparse Uncertainty Representation in Deep Learning with Inducing Weights. CoRR Hippolyt Ritter, Martin Kukla, Cheng Zhang, Yingzhen Li
2021	J	`jnl`	TyXe: Pyro-based Bayesian neural nets for Pytorch. CoRR Hippolyt Ritter, Theofanis Karaletsos
2020	J	`jnl`	Bayesian Online Meta-Learning with Laplace Approximation. CoRR Pau Ching Yap, Hippolyt Ritter, David Barber
2019	J	`jnl`	Gaussian Mean Field Regularizes by Limiting Learned Information. CoRR Julius Kunze, Louis Kirsch, Hippolyt Ritter, David Barber
2019	J	`jnl`	Gaussian Mean Field Regularizes by Limiting Learned Information. Entropy Julius Kunze, Louis Kirsch, Hippolyt Ritter, David Barber
2018	—	`conf`	A Scalable Laplace Approximation for Neural Networks. ICLR (Poster) Hippolyt Ritter, Aleksandar Botev, David Barber
2018	J	`jnl`	Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting. CoRR Hippolyt Ritter, Aleksandar Botev, David Barber
2018	A*	`conf`	Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting. NeurIPS Hippolyt Ritter, Aleksandar Botev, David Barber
2017	A*	`conf`	Practical Gauss-Newton Optimisation for Deep Learning. ICML Aleksandar Botev, Hippolyt Ritter, David Barber