Chained generalisation bounds. - Eugenio Clerico; Amitis Shidani; George Deligiannidis; Arnaud Doucet (COLT, 2022)

Ranking in Contextual Multi-Armed Bandits. - Amitis Shidani; George Deligiannidis; Arnaud Doucet (CoRR, 2022)

Vertex partitioning of graphs into odd induced subgraphs. - Arman Aashtab; Saieed Akbari; Maryam Ghanbari; Amitis Shidani (Discuss. Math. Graph Theory, 2023)

Optimal Regret Bounds for Collaborative Learning in Bandits. - Amitis Shidani; Sattar Vakili (ALT, 2024)

Poly-View Contrastive Learning. - Amitis Shidani; R. Devon Hjelm; Jason Ramapuram; Russell Webb; Eeshan Gunesh Dhekane; Dan Busbridge (ICLR, 2024)

Theory, Analysis, and Best Practices for Sigmoid Self-Attention. - Jason Ramapuram; Federico Danieli; Eeshan Gunesh Dhekane; Floris Weers; Dan Busbridge; Pierre Ablin; Tatiana Likhomanenko; Jagrit Digani; Zijin Gu; Amitis Shidani; Russell Webb (ICLR, 2025)

Distillation Scaling Laws. - Dan Busbridge; Amitis Shidani; Floris Weers; Jason Ramapuram; Etai Littwin; Russ Webb (CoRR, 2025)