Amit Deshpande

24 papers A* 6A 1C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Characterizing Deep Research: A Benchmark and Formal Definition.
CoRR
Abhinav Java, Ashmit Khandelwal, Sukruta Prakash Midigeshi, Aaron Halfaker, Amit Deshpande, Navin Goyal, Ankur Gupta, Nagarajan Natarajan, Amit Sharma
2025 J jnl
Cost Efficient Fairness Audit Under Partial Feedback.
CoRR
Nirjhar Das, Mohit Sharma, Praharsh Nanavati, Kirankumar Shiragur, Amit Deshpande
2024 — conf
NICE: To Optimize In-Context Examples or Not?
ACL (1)
Pragya Srivastava, Satvik Golechha, Amit Deshpande, Amit Sharma
2024 J jnl
NICE: To Optimize In-Context Examples or Not?
CoRR
Pragya Srivastava, Satvik Golechha, Amit Deshpande, Amit Sharma
2024 A* conf
Optimizing Learning-to-Rank Models for Ex-Post Fair Relevance.
SIGIR
Sruthi Gorantla, Eshaan Bhansali, Amit Deshpande, Anand Louis
2023 J jnl
Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes.
CoRR
Abhinav Kumar, Amit Deshpande, Amit Sharma
2023 A* conf
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations.
NeurIPS
Abhinav Kumar, Amit Deshpande, Amit Sharma
2023 J jnl
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post Fairness.
CoRR
Sruthi Gorantla, Eshaan Bhansali, Amit Deshpande, Anand Louis
2023 A* conf
Sampling Ex-Post Group-Fair Rankings.
IJCAI
Sruthi Gorantla, Amit Deshpande, Anand Louis
2023 C conf
Sampling Individually-Fair Rankings that are Always Group Fair.
AIES
Sruthi Gorantla, Anay Mehrotra, Amit Deshpande, Anand Louis
2023 J jnl
Sampling Individually-Fair Rankings that are Always Group Fair.
CoRR
Sruthi Gorantla, Anay Mehrotra, Amit Deshpande, Anand Louis
2023 — conf
Socially Fair Center-Based and Linear Subspace Clustering.
ECML/PKDD (1)
Sruthi Gorantla, Kishen N. Gowda, Amit Deshpande, Anand Louis
2022 J jnl
Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models.
CoRR
Rasoul Shahsavarifar, Jithu Chandran, Mario Inchiosa, Amit Deshpande, Mario Schlener, Vishal Gossain, Yara Elias, Vinaya Murali
2022 J jnl
Sampling Random Group Fair Rankings.
CoRR
Sruthi Gorantla, Amit Deshpande, Anand Louis
2022 J jnl
Socially Fair Center-based and Linear Subspace Clustering.
CoRR
Sruthi Gorantla, Kishen N. Gowda, Amit Deshpande, Anand Louis
2021 A* conf
How Linguistically Fair Are Multilingual Pre-Trained Language Models?
AAAI
Monojit Choudhury, Amit Deshpande
2021 A* conf
On the Problem of Underranking in Group-Fair Ranking.
ICML
Sruthi Gorantla, Amit Deshpande, Anand Louis
2021 A* conf
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective.
AAAI
Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma
2020 J jnl
Ranking for Individual and Group Fairness Simultaneously.
CoRR
Sruthi Gorantla, Amit Deshpande, Anand Louis
2020 J jnl
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective.
CoRR
Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma
2019 A conf
On Euclidean k-Means Clustering with alpha-Center Proximity.
AISTATS
Amit Deshpande, Anand Louis, Apoorv Vikram Singh
2019 J jnl
Quantifying Infra-Marginality and Its Trade-off with Group Fairness.
CoRR
Arpita Biswas, Siddharth Barman, Amit Deshpande, Amit Sharma
2018 J jnl
Clustering Perturbation Resilient Instances.
CoRR
Amit Deshpande, Anand Louis, Apoorv Vikram Singh
2003 — conf
Study of Network Performance in a Simulated Network for Optimized Node Degree and Network Cost.
International Conference on Internet Computing
S. A. M. Makki, Niki Pissinou, Tirthankar Ghosh, Amit Deshpande