Integral Privacy for Density Estimation with Approximation Guarantees. - Hisham Husain; Zac Cranko; Richard Nock (CoRR, 2018)

A Primal-Dual link between GANs and Autoencoders. - Hisham Husain; Richard Nock; Robert C. Williamson (NeurIPS, 2019)

Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds. - Hisham Husain; Richard Nock; Robert C. Williamson (CoRR, 2019)

Local Differential Privacy for Sampling. - Hisham Husain; Borja Balle; Zac Cranko; Richard Nock (AISTATS, 2020)

Optimal Continual Learning has Perfect Memory and is NP-hard. - Jeremias Knoblauch; Hisham Husain; Tom Diethe (ICML, 2020)

Distributional Robustness with IPMs and links to Regularization and GANs. - Hisham Husain (NeurIPS, 2020)

Risk-Monotonicity via Distributional Robustness. - Zakaria Mhammedi; Hisham Husain (CoRR, 2020)

Data Preprocessing to Mitigate Bias with Boosted Fair Mollifiers. - Alexander Soen; Hisham Husain; Richard Nock (CoRR, 2020)

Regularized Policies are Reward Robust. - Hisham Husain; Kamil Ciosek; Ryota Tomioka (AISTATS, 2021)

Adversarial Interpretation of Bayesian Inference. - Hisham Husain; Jeremias Knoblauch (ALT, 2022)

Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups. - Peixia Li; Pulak Purkait; Thalaiyasingam Ajanthan; Majid Abdolshah; Ravi Garg; Hisham Husain; Chenchen Xu; Stephen Gould; Wanli Ouyang; Anton van den Hengel (ICCV, 2023)

Fair Densities via Boosting the Sufficient Statistics of Exponential Families. - Alexander Soen; Hisham Husain; Richard Nock (ICML, 2023)

Distributionally Robust Bayesian Optimization with φ-divergences. - Hisham Husain; Vu Nguyen; Anton van den Hengel (NeurIPS, 2023)

Self-Supervision Improves Diffusion Models for Tabular Data Imputation. - Yixin Liu 001; Thalaiyasingam Ajanthan; Hisham Husain; Vu Nguyen 001 (CIKM, 2024)

Improving the Convergence of Dynamic NeRFs via Optimal Transport. - Sameera Ramasinghe; Violetta Shevchenko; Gil Avraham; Hisham Husain; Anton van den Hengel (ICLR, 2024)

Rejection via Learning Density Ratios. - Alexander Soen; Hisham Husain; Philip Schulz; Vu Nguyen (NeurIPS, 2024)

Geometric Collaborative Filtering with Convergence. - Hisham Husain; Julien Monteil (AISTATS, 2025)