Search Results for author: Manish Singh

Found 10 papers, 2 papers with code

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs

no code implementations25 Feb 2024 Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura

Hence, as a reference implementation, we develop a simple neural model induced with EFT for capturing evolving graph spectra.

Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?

1 code implementation30 Jan 2023 Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Toyotaro Suzumura, Manish Singh

$\mathcal{KP}$ addresses this by representing the topology of the KG completion methods through the lens of topological data analysis, concretely using persistent homology.

Knowledge Graph Completion Topological Data Analysis

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

no code implementations22 Nov 2022 Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh

Since static methods to learn the graph spectrum would not consider the history of the evolution of the spectrum as the graph evolves with time, we propose a novel approach to learn the graph wavelets to capture this evolving spectra.

Using Social Media for Word-of-Mouth Marketing

no code implementations22 Aug 2019 Nagendra Kumar, Yash Chandarana, K. Anand, Manish Singh

To do WoM marketing, we need to identify a set of people who can use their authoritative position in social network to promote a given product.

Marketing Position

Toward Maximizing the Visibility of Content in Social Media Brand Pages: A Temporal Analysis

no code implementations22 Aug 2019 Nagendra Kumar, Gopi Ande, J. Shirish Kumar, Manish Singh

One of the main goals of content creators is to spread their information to a large audience.

Sentiment Dynamics in Social Media News Channels

no code implementations21 Aug 2019 Nagendra Kumar, Rakshita Nagalla, Tanya Marwah, Manish Singh

We also analyze users' reactions and opinion sentiment on news posts with different sentiments.

FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network

1 code implementation NeurIPS 2018 Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma

FastRNN addresses these limitations by adding a residual connection that does not constrain the range of the singular values explicitly and has only two extra scalar parameters.

Action Classification Language Modelling +3

A Bayesian Framework for Figure-Ground Interpretation

no code implementations NeurIPS 2010 Vicky Froyen, Jacob Feldman, Manish Singh

Figure/ground assignment, in which the visual image is divided into nearer (figural) and farther (ground) surfaces, is an essential step in visual processing, but its underlying computational mechanisms are poorly understood.

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