1.2k citations · 1.9k across the 21 of their papers we have counts for
22 papers
Combinatorial Reactive Sputtering with Auger Parameter Analysis Enables Synthesis of Wurtzite Zn2TaN3
Siarhei Zhuk, Alexander Wieczorek, Amit Sharma +4
The discovery of new functional materials is one of the key challenges in materials science. Combinatorial high-throughput approaches using reactive sputtering are commonly employe…
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems
Parikshit Bansal, Yashoteja Prabhu, Emre Kiciman +1
Given a user's input text, text-matching recommender systems output relevant items by comparing the input text to available items' description, such as product-to-product recommend…
Domain Generalization using Causal Matching
Divyat Mahajan, Shruti Tople, Amit Sharma
In the domain generalization literature, a common objective is to learn representations independent of the domain after conditioning on the class label. We show that this objective…
Bursts of Activity: Temporal Patterns of Help-Seeking and Support in Online Mental Health Forums
Taisa Kushner, Amit Sharma
Recent years have seen a rise in social media platforms that provide peer-to-peer support to individuals suffering from mental distress. Studies on the impact of these platforms ha…
Engagement Patterns of Peer-to-Peer Interactions on Mental Health Platforms
Ashish Sharma, Monojit Choudhury, Tim Althoff +1
Mental illness is a global health problem, but access to mental healthcare resources remain poor worldwide. Online peer-to-peer support platforms attempt to alleviate this fundamen…
Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers
Divyat Mahajan, Chenhao Tan, Amit Sharma
To construct interpretable explanations that are consistent with the original ML model, counterfactual examples---showing how the model's output changes with small perturbations to…