
Niffler: A Reference Architecture and System Implementation for View Discovery over Pathless Table Collections by Example
Identifying a projectjoin view (PJview) over collections of tables is ...
read it

DataExposer: Exposing Disconnect between Data and Systems
As data is a central component of many modern systems, the cause of a sy...
read it

How to Design Robust Algorithms using Noisy Comparison Oracle
Metric based comparison operations such as finding maximum, nearest and ...
read it

Explaining BlackBox Algorithms Using Probabilistic Contrastive Counterfactuals
There has been a recent resurgence of interest in explainable artificial...
read it

Learning to Generate Fair Clusters from Demonstrations
Fair clustering is the process of grouping similar entities together, wh...
read it

Semantic Annotation for Tabular Data
Detecting semantic concept of columns in tabular data is of particular i...
read it

Fair Data Integration
The use of machine learning (ML) in highstakes societal decisions has e...
read it

Efficient and Effective ER with Progressive Blocking
Blocking is a mechanism to improve the efficiency of Entity Resolution (...
read it

Adaptive Rule Discovery for Labeling Text Data
Creating and collecting labeled data is one of the major bottlenecks in ...
read it

Balancing the Tradeoff Between Clustering Value and Interpretability
Graph clustering groups entities – the vertices of a graph – based on th...
read it

MinMax Correlation Clustering via MultiCut
Correlation clustering is a fundamental combinatorial optimization probl...
read it

Lexicographically Ordered MultiObjective Clustering
We introduce a rich model for multiobjective clustering with lexicograp...
read it

Connectivity in Random Annulus Graphs and the Geometric Block Model
Random geometric graphs are the simplest, and perhaps the earliest possi...
read it

The Geometric Block Model
To capture the inherent geometric features of many community detection p...
read it

Fairness Testing: Testing Software for Discrimination
This paper defines software fairness and discrimination and develops a t...
read it
Sainyam Galhotra
verfied profile