Amit Deshpande

Engineering · Physical Sciences

16h-index2.2kcitations101works0.52yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(18), Adversarial Robustness in Machine Learning(17), Complexity and Algorithms in Graphs(16), Machine Learning and Algorithms(16), Stochastic Gradient Optimization Techniques(9)

Publications101 total

Cost Efficient Fairness Audit Under Partial Feedback
arXiv (Cornell University)·2025Open Access
Optimizing Learning-to-Rank Models for Ex-Post Fair Relevance
2024· 1 cited
On the Power of Randomization in Fair Classification and Representation
arXiv (Cornell University)·2024Open Access
Rethinking Robustness of Model Attributions
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
NICE: To Optimize In-Context Examples or Not?
arXiv (Cornell University)·2024Open Access
NICE: To Optimize In-Context Examples or Not?
2024Open Access
Rethinking Robustness of Model Attributions
arXiv (Cornell University)·2023Open Access
How Far Can Fairness Constraints Help Recover From Biased Data?
arXiv (Cornell University)·2023Open Access
Improved Outlier Robust Seeding for k-means
arXiv (Cornell University)·2023Open Access
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post Fairness
arXiv (Cornell University)·2023Open Access
Sampling Individually-Fair Rankings that are Always Group Fair
2023Open Access
Sampling Ex-Post Group-Fair Rankings
2023· 1 citedOpen Access
Sampling Individually-Fair Rankings that are Always Group Fair
arXiv (Cornell University)·2023Open Access
Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes
arXiv (Cornell University)·2023Open Access
Phase 1 multicenter dose escalation and dose expansion study of antibody-drug conjugate (ADC) MYTX-011 in subjects with non-small cell lung cancer.
Journal of Clinical Oncology·2023· 2 cited
One-Pass Additive-Error Subset Selection for $$\ell _{p}$$ Subspace Approximation and (k, p)-Clustering
Algorithmica·2023
Abstract 5000: MYTX-011: A novel cMET-targeting antibody drug conjugate (ADC) engineered to increase on-target uptake in and efficacy against cMET expressing tumors
Cancer Research·2023· 4 cited
Supplementary Figures 1-5 from A Requirement for Cyclin-Dependent Kinase 6 in Thymocyte Development and Tumorigenesis
2023Open Access
Data from A Requirement for Cyclin-Dependent Kinase 6 in Thymocyte Development and Tumorigenesis
2023Open Access
Data from A Requirement for Cyclin-Dependent Kinase 6 in Thymocyte Development and Tumorigenesis
2023Open Access
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Frequent Co-authors

Tarun Kathuria(7), Anand Louis(7), Nisheeth K. Vishnoi(6), Sandesh Kamath(6), Luis Rademacher(5), Santosh Vempala(5), L. Elisa Celis(5), Sruthi Gorantla(5), Damian Straszak(4), K. V. Subrahmanyam(4), Grant Wang(3), Vineeth N Balasubramanian(3), Daniel Aloise(2), Pierre Hansen(2), Preyas Popat(2), Vijay Keswani(2), Amit Sharma(2), William C. Comb(2), Brian Fiske(2), Apoorv Vikram Singh(2)