Alek Dimitriev
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Advanced Malware Detection Techniques, Security and Verification in Computing, Adversarial Robustness in Machine Learning, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → ARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables(2021)3 cited
- → CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator(2021)1 cited
- Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks(2026)