10 citations · 16 across the 7 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2020
Hierarchical Class-Based Curriculum Loss
Palash Goyal, Shalini Ghosh
Classification algorithms in machine learning often assume a flat label space. However, most real world data have dependencies between the labels, which can often be captured by us…
cs.LG2018
DynamicGEM: A Library for Dynamic Graph Embedding Methods
Palash Goyal, Sujit Rokka Chhetri, Ninareh Mehrabi +2
DynamicGEM is an open-source Python library for learning node representations of dynamic graphs. It consists of state-of-the-art algorithms for defining embeddings of nodes whose c…
cs.LG2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach
Sahil Garg, Irina Rish, Guillermo Cecchi +5
We propose a novel dialogue modeling framework, the first-ever nonparametric kernel functions based approach for dialogue modeling, which learns kernelized hashcodes as compressed…