126 citations · 196 across the 12 of their papers we have counts for
16 papers
Statistical Measures For Defining Curriculum Scoring Function
Vinu Sankar Sadasivan, Anirban Dasgupta
Curriculum learning is a training strategy that sorts the training examples by some measure of their difficulty and gradually exposes them to the learner to improve the network per…
Efficient Hierarchical Clustering for Classification and Anomaly Detection
Ishita Doshi, Sreekalyan Sajjalla, Jayesh Choudhari +2
We address the problem of large scale real-time classification of content posted on social networks, along with the need to rapidly identify novel spam types. Obtaining manual labe…
Scalable Estimation of Epidemic Thresholds via Node Sampling
Anirban Dasgupta, Srijan Sengupta
Infectious or contagious diseases can be transmitted from one person to another through social contact networks. In today's interconnected global society, such contagion processes…
Streaming Coresets for Symmetric Tensor Factorization
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta +1
Factorizing tensors has recently become an important optimization module in a number of machine learning pipelines, especially in latent variable models. We show how to do this eff…
Discovering Topical Interactions in Text-based Cascades using Hidden Markov Hawkes Processes
Srikanta Bedathur, Indrajit Bhattacharya, Jayesh Choudhari +1
Social media conversations unfold based on complex interactions between users, topics and time. While recent models have been proposed to capture network strengths between users, u…
Automated Alertness and Emotion Detection for Empathic Feedback During E-Learning
S L Happy, A. Dasgupta, P. Patnaik +1
In the context of education technology, empathic interaction with the user and feedback by the learning system using multiple inputs such as video, voice and text inputs is an impo…