5 citations · 5 across the 3 of their papers we have counts for
6 papers
Delay Differential Neural Networks
Srinivas Anumasa, P. K. Srijith
Neural ordinary differential equations (NODEs) treat computation of intermediate feature vectors as trajectories of ordinary differential equation parameterized by a neural network…
Hawkes Process Classification through Discriminative Modeling of Text
Rohan Tondulkar, Manisha Dubey, P. K. Srijith +1
Social media has provided a platform for users to gather and share information and stay updated with the news. Such networks also provide a platform to users where they can engage…
HAP-SAP: Semantic Annotation in LBSNs using Latent Spatio-Temporal Hawkes Process
Manisha Dubey, P. K. Srijith, Maunendra Sankar Desarkar
The prevalence of location-based social networks (LBSNs) has eased the understanding of human mobility patterns. Knowledge of human dynamics can aid in various ways like urban plan…
Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence
P. Jayashree, Ballijepalli Shreya, P. K. Srijith
Learning word representations has garnered greater attention in the recent past due to its diverse text applications. Word embeddings encapsulate the syntactic and semantic regular…
Deep Gaussian Processes with Convolutional Kernels
Vinayak Kumar, Vaibhav Singh, P. K. Srijith +1
Deep Gaussian processes (DGPs) provide a Bayesian non-parametric alternative to standard parametric deep learning models. A DGP is formed by stacking multiple GPs resulting in a we…
Sub-Story Detection in Twitter with Hierarchical Dirichlet Processes
P. K. Srijith, Mark Hepple, Kalina Bontcheva +1
Social media has now become the de facto information source on real world events. The challenge, however, due to the high volume and velocity nature of social media streams, is in…