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AISTATS
AISTATS 2025 Conference Submissions
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics
Daniel Paulin
,
Peter A. Whalley
,
Neil K. Chada
,
Benedict J. Leimkuhler
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Counting Graphlets of Size k under Local Differential Privacy
Vorapong Suppakitpaisarn
,
Donlapark Ponnoprat
,
Nicha Hirankarn
,
Quentin Hillebrand
Published: 22 Jan 2025, Last Modified: 10 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
LITE: Efficiently Estimating Gaussian Probability of Maximality
Nicolas Menet
,
Jonas Hübotter
,
Parnian Kassraie
,
Andreas Krause
Published: 07 Feb 2025, Last Modified: 06 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Noise-Aware Differentially Private Variational Inference
Talal Alrawajfeh
,
Joonas Jälkö
,
Antti Honkela
Published: 22 Jan 2025, Last Modified: 13 Feb 2025
AISTATS 2025 Poster
Readers:
Everyone
Wasserstein Distributionally Robust Bayesian Optimization with Continuous Context
Francesco Micheli
,
Efe C. Balta
,
Anastasios Tsiamis
,
John Lygeros
Published: 22 Jan 2025, Last Modified: 16 Apr 2025
AISTATS 2025 Poster
Readers:
Everyone
Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Omer Noy Klein
,
Alihan Hüyük
,
Ron Shamir
,
Uri Shalit
,
Mihaela van der Schaar
Published: 22 Jan 2025, Last Modified: 10 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Robust Classification by Coupling Data Mollification with Label Smoothing
Markus Heinonen
,
Ba-Hien Tran
,
Michael Kampffmeyer
,
Maurizio Filippone
Published: 22 Jan 2025, Last Modified: 10 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models
Mingyu Pu
,
Wang Songhao
,
Haowei Wang
,
Szu Hui Ng
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization
Simon Vary
,
David Martínez-Rubio
,
Patrick Rebeschini
Published: 22 Jan 2025, Last Modified: 06 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Unconditionally Calibrated Priors for Beta Mixture Density Networks
Alix Lhéritier
,
Maurizio Filippone
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Knowledge Graph Completion with Mixed Geometry Tensor Factorization
Viacheslav Yusupov
,
Maxim Rakhuba
,
Evgeny Frolov
Published: 22 Jan 2025, Last Modified: 09 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics
Jarren Briscoe
,
Garrett Kepler
,
Daryl Robert DeFord
,
Assefaw Gebremedhin
Published: 22 Jan 2025, Last Modified: 07 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Mixed-Feature Logistic Regression Robust to Distribution Shifts
Qingshi Sun
,
Nathan Justin
,
Andres Gomez
,
Phebe Vayanos
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Robust Offline Policy Learning with Observational Data from Multiple Sources
Aldo Gael Carranza
,
Susan Athey
Published: 22 Jan 2025, Last Modified: 10 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
Baozhen Wang
,
Xingye Qiao
Published: 22 Jan 2025, Last Modified: 09 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Gaussian Mean Testing under Truncation
Clement Louis Canonne
,
Themis Gouleakis
,
Yuhao Wang
,
Qiping Yang
Published: 22 Jan 2025, Last Modified: 10 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Deep Clustering via Probabilistic Ratio-Cut Optimization
Ayoub Ghriss
,
Claire Monteleoni
Published: 22 Jan 2025, Last Modified: 22 Apr 2025
AISTATS 2025 Poster
Readers:
Everyone
Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators
Naichang Ke
,
Ryogo Tanaka
,
Yoshinobu Kawahara
Published: 22 Jan 2025, Last Modified: 06 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Nonparametric Distributional Regression via Quantile Regression
Cheng Peng
,
Stan Uryasev
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
How Well Can Transformers Emulate In-Context Newton's Method?
Angeliki Giannou
,
Liu Yang
,
Tianhao Wang
,
Dimitris Papailiopoulos
,
Jason D. Lee
Published: 22 Jan 2025, Last Modified: 16 Apr 2025
AISTATS 2025 Poster
Readers:
Everyone
Structure based SAT dataset for analysing GNN generalisation
Yi Fu
,
Anthony Tompkins
,
Yang Song
,
Maurice Pagnucco
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
Leveraging Frozen Batch Normalization for Co-Training in Source-Free Domain Adaptation
Xianwen Deng
,
Yijun Wang
,
Zhi Xue
Published: 22 Jan 2025, Last Modified: 16 Apr 2025
AISTATS 2025 Poster
Readers:
Everyone
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
Ashkan Soleymani
,
Behrooz Tahmasebi
,
Stefanie Jegelka
,
Patrick Jaillet
Published: 22 Jan 2025, Last Modified: 11 Mar 2025
AISTATS 2025 Oral
Readers:
Everyone
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Ricardo Baptista
,
Aram-Alexandre Pooladian
,
Michael Brennan
,
Youssef Marzouk
,
Jonathan Niles-Weed
Published: 22 Jan 2025, Last Modified: 22 Apr 2025
AISTATS 2025 Poster
Readers:
Everyone
Graph-based Complexity for Causal Effect by Empirical Plug-in
Rina Dechter
,
Anna K Raichev
,
Jin Tian
,
Alexander Ihler
Published: 22 Jan 2025, Last Modified: 17 Mar 2025
AISTATS 2025 Poster
Readers:
Everyone
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