Search Results for author: Shikha Singh

Found 8 papers, 0 papers with code

Changing agents and ascribing beliefs in dynamic epistemic logic

no code implementations4 Nov 2022 Shikha Singh, Kamal Lodaya, Deepak Khemani

In dynamic epistemic logic (Van Ditmarsch, Van Der Hoek, & Kooi, 2008) it is customary to use an action frame (Baltag & Moss, 2004; Baltag, Moss, & Solecki, 1998) to describe different views of a single action.

Subjective Knowledge and Reasoning about Agents in Multi-Agent Systems

no code implementations22 Jan 2020 Shikha Singh, Deepak Khemani

Though a lot of work in multi-agent systems is focused on reasoning about knowledge and beliefs of artificial agents, an explicit representation and reasoning about the presence/absence of agents, especially in the scenarios where agents may be unaware of other agents joining in or going offline in a multi-agent system, leading to partial knowledge/asymmetric knowledge of the agents is mostly overlooked by the MAS community.

Analysis Co-Sparse Coding for Energy Disaggregation

no code implementations11 Dec 2019 Shikha Singh, Angshul Majumdar

The advantage of our proposed approach is that, the requirement of training volume drastically reduces compared to state-of-the-art techniques.

blind source separation Dictionary Learning

Deep Sparse Coding for Non-Intrusive Load Monitoring

no code implementations11 Dec 2019 Shikha Singh, Angshul Majumdar

Prior studies in this area are shallow learning techniques, i. e. they learn a single layer of dictionary for every device.

blind source separation Dictionary Learning +1

Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring

no code implementations17 Oct 2019 Sagar Verma, Shikha Singh, Angshul Majumdar

Some recent studies have proposed that if we frame Non-Intrusive Load Monitoring (NILM) as a multi-label classification problem, the need for appliance-level data can be avoided.

Multi-Label Classification Non-Intrusive Load Monitoring

Deep Blind Compressed Sensing

no code implementations22 Dec 2016 Shikha Singh, Vanika Singhal, Angshul Majumdar

In this work we show that by learning directly from the compressed domain, considerably better results can be obtained.

How to Train Your Deep Neural Network with Dictionary Learning

no code implementations22 Dec 2016 Vanika Singhal, Shikha Singh, Angshul Majumdar

In the final layer one needs to use the label consistent dictionary learning formulation for classification.

Age And Gender Classification Decoder +3

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