Denil Mehta — accepted AI-conference papers

2022

PAC Mode Estimation using PPR Martingale Confidence Sequences

Shubham Anand Jain, Rohan Shah, Sanit Gupta, Denil Mehta, Inderjeet J. Nair, Jian Vora +4

AISTATS 2022poster

We consider the problem of correctly identifying the mode of a discrete distribution $\mathcal{P}$ with sufficiently high probability by observing a sequence of i.i.d. samples drawn from $\mathcal{P}$. This problem reduces to the estimation of a single parameter when $\mathcal{P}$ has a support set…

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2021

MIMOQA: Multimodal Input Multimodal Output Question Answering

Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba, Balaji Vasan Srinivasan

NAACL 2021long

Multimodal research has picked up significantly in the space of question answering with the task being extended to visual question answering, charts question answering as well as multimodal input question answering. However, all these explorations produce a unimodal textual output as the answer. In…

Cited by 40 Source ↗PDF ↗Scholar ↗