On the relation between K-means and PLSA. - Arghya Roy Chaudhuri; M. Narasimha Murty (ICPR, 2012)

PAC Identification of a Bandit Arm Relative to a Reward Quantile. - Arghya Roy Chaudhuri; Shivaram Kalyanakrishnan (AAAI, 2017)

Quantile-Regret Minimisation in Infinitely Many-Armed Bandits. - Arghya Roy Chaudhuri; Shivaram Kalyanakrishnan (UAI, 2018)

PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits. - Arghya Roy Chaudhuri; Shivaram Kalyanakrishnan (ICML, 2019)

Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory. - Arghya Roy Chaudhuri; Shivaram Kalyanakrishnan (AAAI, 2020)

ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits. - Arghya Roy Chaudhuri; Pratik Jawanpuria; Bamdev Mishra (ACML, 2022)