Dhruv Desai

25 papers C 1Journal 10Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals.
ICAIF
Gregory Yampolsky, Dhruv Desai, Mingshu Li, Stefano Pasquali, Dhagash Mehta
2025 J jnl
Explainable Unsupervised Anomaly Detection with Random Forest.
CoRR
Joshua S. Harvey, Joshua Rosaler, Mingshu Li, Dhruv Desai, Dhagash Mehta
2025 J jnl
STRAPSim: A Portfolio Similarity Metric for ETF Alignment and Portfolio Trades.
CoRR
Mingshu Li, Dhruv Desai, Jerinsh Jeyapaulraj, Philip Sommer, Riya Jain, Peter Chu, Dhagash Mehta
2025 — conf
Similarity-based Conformal Prediciton using Random Forest Proximities.
ICAIF
Mingshu Li, Dhruv Desai, Bhaskarjit Sarmah, Snigdha Bhagat, Dhagash Mehta
2024 — conf
Can an unsupervised clustering algorithm reproduce a categorization system?
ICAIF
Nathalia M. Castellanos, Sebastian Frank, Dhruv Desai, Stefano Pasquali, Dhagash Mehta
2024 J jnl
Can an unsupervised clustering algorithm reproduce a categorization system?
CoRR
Nathalia M. Castellanos, Dhruv Desai, Sebastian Frank, Stefano Pasquali, Dhagash Mehta
2024 J jnl
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals.
CoRR
Gregory Yampolsky, Dhruv Desai, Mingshu Li, Stefano Pasquali, Dhagash Mehta
2024 — conf
Company Similarity Using Large Language Models.
CIFEr
Dimitrios Vamvourellis, Máté Tóth, Snigdha Bhagat, Dhruv Desai, Dhagash Mehta, Stefano Pasquali
2024 — conf
Enhanced Local Explainability and Trust Scores with Random Forest Proximities.
ICAIF
Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah, Dimitrios Vamvourellis, Deran Onay, Stefano Pasquali, Dhagash Mehta
2024 — conf
Machine Learning-based Relative Valuation of Municipal Bonds.
ICAIF
Preetha Saha, Jasmine Lyu, Dhruv Desai, Rishab Chauhan, Jerinsh Jeyapaulraj, Peter Chu, Philip Sommer, Dhagash Mehta
2024 — conf
Open Set Recognition for Random Forest.
ICAIF
Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta
2024 J jnl
Open Set Recognition for Random Forest.
CoRR
Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta
2024 — conf
Quantile Regression using Random Forest Proximities.
ICAIF
Mingshu Li, Bhaskarjit Sarmah, Dhruv Desai, Joshua Rosaler, Snigdha Bhagat, Philip Sommer, Dhagash Mehta
2024 J jnl
Quantile Regression using Random Forest Proximities.
CoRR
Mingshu Li, Bhaskarjit Sarmah, Dhruv Desai, Joshua Rosaler, Snigdha Bhagat, Philip Sommer, Dhagash Mehta
2023 — conf
Quantifying Outlierness of Funds from their Categories using Supervised Similarity.
ICAIF
Dhruv Desai, Ashmita Dhiman, Tushar Sharma, Deepika Sharma, Dhagash Mehta, Stefano Pasquali
2023 J jnl
Quantifying Outlierness of Funds from their Categories using Supervised Similarity.
CoRR
Dhruv Desai, Ashmita Dhiman, Tushar Sharma, Deepika Sharma, Dhagash Mehta, Stefano Pasquali
2023 J jnl
Towards Enhanced Local Explainability of Random Forests: a Proximity-Based Approach.
CoRR
Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah, Dimitrios Vamvourellis, Deran Onay, Dhagash Mehta, Stefano Pasquali
2022 — conf
Learning Mutual Fund Categorization using Natural Language Processing.
ICAIF
Dimitrios Vamvourellis, Máté Tóth, Dhruv Desai, Dhagash Mehta, Stefano Pasquali
2022 — conf
Supervised similarity learning for corporate bonds using Random Forest proximities.
ICAIF
Jerinsh Jeyapaulraj, Dhruv Desai, Dhagash Mehta, Peter Chu, Stefano Pasquali, Philip Sommer
2021 J jnl
Fund2Vec: Mutual Funds Similarity using Graph Learning.
CoRR
Vipul Satone, Dhruv Desai, Dhagash Mehta
2021 — conf
Fund2Vec: mutual funds similarity using graph learning.
ICAIF
Vipul Satone, Dhruv Desai, Dhagash Mehta
2020 J jnl
Machine Learning Fund Categorizations.
CoRR
Dhagash Mehta, Dhruv Desai, Jithin Pradeep
2020 — conf
Machine learning fund categorizations.
ICAIF
Dhagash Mehta, Dhruv Desai, Jithin Pradeep
2019 — conf
Hardware-Assisted Flow Monitoring for High Speed Networks.
ICCCNT
Sajish Chandrababu, Chinmay Bahulekar, Rakesh Yadav, Dhruv Desai
2013 C conf
Speaker Recognition Using MFCC and Hybrid Model of VQ and GMM.
ISI
Dhruv Desai, Maulin M. Joshi