Research
Ongoing work
Gaussian Matching in RKHS: Approximate Inference without Log-Concavity (2025+).
Probabilistic Multi-Label Classification via Support Tensors and Kernel Embeddings (2025+).
Quotient Functional Data Analysis
with Adam Q. Jaffe, Peter Orbanz (2025+).
M-estimation in Wasserstein space: entropic barycentres and wide NN
with Adam Q. Jaffe, Alexey Kroshnin (2025+).
Probabilistic Multi-Label Classification via Support Tensors and Kernel Embeddings (2025+).
Quotient Functional Data Analysis
with Adam Q. Jaffe, Peter Orbanz (2025+).
M-estimation in Wasserstein space: entropic barycentres and wide NN
with Adam Q. Jaffe, Alexey Kroshnin (2025+).
Preprints
Phase Variation of the COVID-19 Epidemics: Establishing the Impact of Government Restrictions
with Francesco Tripoli and Tomas Masak (2025).
Likelihood Ratio Tests with Kernel Embeddings
with Victor M. Panaretos (2025).
From Two Sample Testing to Singular Gaussian Discrimination
with Kartik G. Waghmare, Victor M. Panaretos (2025).
[ arXiv ]
Large Deviations for Bures-Wasserstein Barycenters
with Adam Q. Jaffe (2024+)
[ arXiv ] - submitted to Annals of Applied Probability
Functional Vasicek Model
with Neda M. Jouzdani, Piotr S. Kokoszka, Hong Miao (2024+)
[ researchgate ] - submitted to Journal of Time Series Analysis
Statistical Inference for Bures-Wasserstein Flows
with Victor M. Panaretos (2024+)
[ arXiv ] - submitted to Bernoulli
with Francesco Tripoli and Tomas Masak (2025).
Likelihood Ratio Tests with Kernel Embeddings
with Victor M. Panaretos (2025).
From Two Sample Testing to Singular Gaussian Discrimination
with Kartik G. Waghmare, Victor M. Panaretos (2025).
[ arXiv ]
Large Deviations for Bures-Wasserstein Barycenters
with Adam Q. Jaffe (2024+)
[ arXiv ] - submitted to Annals of Applied Probability
Functional Vasicek Model
with Neda M. Jouzdani, Piotr S. Kokoszka, Hong Miao (2024+)
[ researchgate ] - submitted to Journal of Time Series Analysis
Statistical Inference for Bures-Wasserstein Flows
with Victor M. Panaretos (2024+)
[ arXiv ] - submitted to Bernoulli
Accepted Papers
Large Sample Theory for Bures-Wasserstein Barycenters
with Victor M. Panaretos (2024+)
Annals of Applied Probability (to appear) [ arXiv ] -
Clinical-Pathological Evaluation and Prognostic Analysis of 228 Merkel Cell Carcinomas
with Federica M. Santoro et al (2022)
Endocrine Pathology [ journal ]
A Karhunen–Loève Theorem for Random Flows in Hilbert Spaces
with Kartik G. Waghmare, Victor M. Panaretos (2023)
Electronic Communications in Probability [ journal ] [ arXiv ]
Nonparametric Estimation for SDE with Sparsely Sampled Paths: an FDA Perspective
with Neda M. Jouzdani, Victor M. Panaretos (2024)
Stochastic Processes and their Applications [ journal ] [ arXiv ]
Widths of Crossings in Poisson Boolean Percolation
with Ioan Manolescu (2024)
Journal of Applied Probability [ journal ] [ arXiv ]
A refined thoracic score to predict the need for surfactant in preterm neonates
with Sara Rossignoli, Carlo A. Forcellini et al (2025)
Pediatric Pulmonology [ journal ]
with Victor M. Panaretos (2024+)
Annals of Applied Probability (to appear) [ arXiv ] -
Clinical-Pathological Evaluation and Prognostic Analysis of 228 Merkel Cell Carcinomas
with Federica M. Santoro et al (2022)
Endocrine Pathology [ journal ]
A Karhunen–Loève Theorem for Random Flows in Hilbert Spaces
with Kartik G. Waghmare, Victor M. Panaretos (2023)
Electronic Communications in Probability [ journal ] [ arXiv ]
Nonparametric Estimation for SDE with Sparsely Sampled Paths: an FDA Perspective
with Neda M. Jouzdani, Victor M. Panaretos (2024)
Stochastic Processes and their Applications [ journal ] [ arXiv ]
Widths of Crossings in Poisson Boolean Percolation
with Ioan Manolescu (2024)
Journal of Applied Probability [ journal ] [ arXiv ]
A refined thoracic score to predict the need for surfactant in preterm neonates
with Sara Rossignoli, Carlo A. Forcellini et al (2025)
Pediatric Pulmonology [ journal ]