71 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Rensselaer Polytechnic InstituteUS2 papers
- Adobe Systems (United States)US1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Columbia UniversityUS1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ1 paper
- IBM Research - AlmadenUS1 paper
- IBM Research - Thomas J. Watson Research CenterUS1 paper
- IBM Research - ZurichCH1 paper
- Institut de Mathématiques de Jussieu-Paris Rive GaucheFR1 paper
- Institut de Mathématiques de ToulonFR1 paper
- LIP6FR1 paper
8 papers
Genicious: Contextual Few-shot Prompting for Insights Discovery
Vineet Kumar, Ronald Tony, Darshita Rathore +5
Data and insights discovery is critical for decision-making in modern organizations. We present Genicious, an LLM-aided interface that enables users to interact with tabular datase…
A Multi-agent Market Model Can Explain the Impact of AI Traders in Financial Markets -- A New Microfoundations of GARCH model
Kei Nakagawa, Masanori Hirano, Kentaro Minami +1
The AI traders in financial markets have sparked significant interest in their effects on price formation mechanisms and market volatility, raising important questions for market s…
Disentangling Mixtures of Unknown Causal Interventions
Abhinav Kumar, Gaurav Sinha
In many real-world scenarios, such as gene knockout experiments, targeted interventions are often accompanied by unknown interventions at off-target sites. Moreover, different unit…
Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection
Christa Zoufal, Ryan V. Mishmash, Nitin Sharma +6
We introduce a variational quantum algorithm to solve unconstrained black box binary optimization problems, i.e., problems in which the objective function is given as black box. Th…
On Polynomial Modular Number Systems over
Jean Claude Bajard, Jérémy Marrez, Thomas Plantard +1
Since their introduction in 2004, Polynomial Modular Number Systems (PMNS) have become a very interesting tool for implementing cryptosystems relying on modular arithmetic in a sec…
Image Based Appraisal of Real Estate Properties
Quanzeng You, Ran Pang, Liangliang Cao +1
Real estate appraisal, which is the process of estimating the price for real estate properties, is crucial for both buys and sellers as the basis for negotiation and transaction. T…
Column Selection via Adaptive Sampling
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Selecting a good column (or row) subset of massive data matrices has found many applications in data analysis and machine learning. We propose a new adaptive sampling algorithm tha…
Feature Selection for Ridge Regression with Provable Guarantees
Saurabh Paul, Petros Drineas
We introduce single-set spectral sparsification as a deterministic sampling based feature selection technique for regularized least squares classification, which is the classificat…