43 citations · 215 across the 27 of their papers we have counts for
4 papers · 1 filter
On d-ary tree algorithms with successive interference cancellation
Yash Deshpande, Cedomir Stefanovic, H. Murat Gürsu +1
In this paper, we outline the approach for the derivation of the length of the collision resolution interval for d-ary tree algorithms (TA) with gated access and successive interfe…
Endowing Language Models with Multimodal Knowledge Graph Representations
Ningyuan Huang, Yash R. Deshpande, Yibo Liu +4
We propose a method to make natural language understanding models more parameter efficient by storing knowledge in an external knowledge graph (KG) and retrieving from this KG usin…
Agreement and Statistical Efficiency in Bayesian Perception Models
Yash Deshpande, Elchanan Mossel, Youngtak Sohn
Bayesian models of group learning are studied in Economics since the 1970s. and more recently in computational linguistics. The models from Economics postulate that agents maximize…
Improving AoI via Learning-based Distributed MAC in Wireless Networks
Yash Deshpande, Onur Ayan, Wolfgang Kellerer
In this work, we consider a remote monitoring scenario in which multiple sensors share a wireless channel to deliver their status updates to a process monitor via an access point (…