84 citations · 90 across the 5 of their papers we have counts for
3 papers · 1 filter
From Batch to Stream: Automatic Generation of Online Algorithms
Ziteng Wang, Shankara Pailoor, Aaryan Prakash +2
Online streaming algorithms, tailored for continuous data processing, offer substantial benefits but are often more intricate to design than their offline counterparts. This paper…
Type-Directed Synthesis of Visualizations from Natural Language Queries
Qiaochu Chen, Shankara Pailoor, Celeste Barnaby +4
We propose a new technique based on program synthesis for automatically generating visualizations from natural language queries. Our method parses the natural language query into a…
Optimization and Abstraction: A Synergistic Approach for Analyzing Neural Network Robustness
Greg Anderson, Shankara Pailoor, Isil Dillig +1
In recent years, the notion of local robustness (or robustness for short) has emerged as a desirable property of deep neural networks. Intuitively, robustness means that small pert…