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https://virtual.aistats.org/virtual/2026/poster/13652
AISTATS Poster Multi-Agent Lipschitz Bandits
aistats poster
multi agent
lipschitz
bandits
https://virtual.aistats.org/virtual/2026/poster/13877
AISTATS Poster Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under...
aistats poster
conformal
margin
risk
minimization
https://virtual.aistats.org/virtual/2026/poster/13436
AISTATS Poster An Indicator of Membership Inference Security in Post-Training Quantized Models
aistats poster
membership inference
indicator
security
training
https://virtual.aistats.org/virtual/2026/poster/13658
AISTATS Poster Regression Descent: A Statistical Framework for Neural Network Optimization
aistats poster
neural network
regression
descent
statistical
https://virtual.aistats.org/virtual/2026/poster/13387
AISTATS Poster Variance Constrained Distribution Alignment in Few-shot Models
aistats poster
variance
constrained
distribution
alignment
https://virtual.aistats.org/virtual/2026/poster/13842
AISTATS Poster General Weighted Averaging in Stochastic Gradient Descent: CLT and Adaptive...
stochastic gradient descent
aistats poster
general
weighted
averaging
https://virtual.aistats.org/virtual/2026/poster/13640
AISTATS Poster A Consequentialist Critique of Binary Classification Evaluation: Theory, Practice,...
aistats poster
critique
binary
classification
evaluation
https://virtual.aistats.org/virtual/2026/poster/13670
AISTATS Poster Provable Guarantees for Estimating Covariances between Latent Variables with...
aistats poster
provable
guarantees
estimating
latent
https://virtual.aistats.org/virtual/2026/poster/13499
AISTATS Poster CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks
aistats poster
aligned
weight
initialization
randomized
https://virtual.aistats.org/virtual/2026/poster/13845
AISTATS Poster Clustering-Based Edge Augmentation for Minimizing the Kirchhoff Index
aistats poster
clustering
based
edge
augmentation
https://virtual.aistats.org/virtual/2026/poster/13598
AISTATS Poster Stationarity-Aware Causal Discovery in Time Series via Minimal Separating Sets
aistats poster
time series
aware
causal
discovery
https://virtual.aistats.org/virtual/2026/poster/13583
AISTATS Poster Adversary-Free Counterfactual Prediction via Information-Regularized Representations
aistats poster
adversary
free
counterfactual
prediction
https://virtual.aistats.org/virtual/2026/poster/14046
AISTATS Poster Learning to Bid in Discriminatory Auctions with Budget Constraints
aistats poster
learning
bid
discriminatory
auctions
https://virtual.aistats.org/virtual/2026/poster/14056
AISTATS Poster Graphical Model Inference with Erosely Measured Data
aistats poster
model inference
graphical
measured
data
https://virtual.aistats.org/virtual/2026/poster/13563
AISTATS Poster Active Measurement of Two-Point Correlations
aistats poster
two point
active
measurement
correlations
https://virtual.aistats.org/virtual/2026/poster/14068
AISTATS Poster Archetypal Graph Generative Models: Explainable and Identifiable Communities via...
aistats poster
generative models
archetypal
graph
explainable
https://virtual.aistats.org/virtual/2026/poster/13798
AISTATS Poster Efficient Learning of Stationary Diffusions with Stein-type Discrepancies
aistats poster efficient
learning
stationary
diffusions
stein
https://virtual.aistats.org/virtual/2026/poster/13635
AISTATS Poster Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete...
aistats poster efficient
continuous time
inference
coupled
hidden
https://virtual.aistats.org/virtual/2026/poster/13750
AISTATS Poster Scalable Model-Based Clustering with Sequential Monte Carlo
aistats poster
model based
scalable
clustering
sequential
https://virtual.aistats.org/virtual/2026/poster/13832
AISTATS Poster Visual Prompting Reimagined: The Power of Activation Prompts
aistats poster
visual
prompting
reimagined
power
https://virtual.aistats.org/virtual/2026/poster/13881
AISTATS Poster Happiness as a Measure of Fairness
aistats poster
happiness
measure
fairness
https://virtual.aistats.org/virtual/2026/poster/13769
AISTATS Poster Modeling Multi-Objective Tradeoffs with Monotonic Utility Functions
aistats poster
modeling
multi
objective
tradeoffs
https://virtual.aistats.org/virtual/2026/poster/13456
AISTATS Poster LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data
aistats poster
image
networks
modeling
non
https://virtual.aistats.org/virtual/2026/poster/13882
AISTATS Poster Faster Parallel MCMC: Metropolis Adjustment Is Best Served Warm
aistats poster
faster
parallel
mcmc
metropolis
https://virtual.aistats.org/virtual/2026/poster/13837
AISTATS Poster Direct Preference Optimization With Unobserved Preference Heterogeneity
aistats poster
direct
preference
optimization
heterogeneity
https://virtual.aistats.org/virtual/2026/poster/13725
AISTATS Poster Connectome-Guided Optimization for Deep Networks
aistats poster
connectome
guided
optimization
deep
https://virtual.aistats.org/virtual/2026/poster/13789
AISTATS Poster Provable Effects of Data Replay in Continual Learning: A Feature Learning Perspective
aistats poster
continual learning
provable
effects
data
https://virtual.aistats.org/virtual/2026/poster/13368
AISTATS Poster Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning
aistats poster
differentially private
quantum machine
parameter
shift
https://virtual.aistats.org/virtual/2026/poster/13463
AISTATS Poster Training Latent Diffusion Models with Interacting Particle Algorithms
aistats poster
latent diffusion
training
models
interacting
https://virtual.aistats.org/virtual/2026/poster/13539
AISTATS Poster Dyno-Net: A Dynamic Feature Extraction Model for Gastrointestinal Polyp Detection
aistats poster
dyno
dynamic
feature
extraction
https://virtual.aistats.org/virtual/2026/poster/13710
AISTATS Poster Auto-Regressive Masked Diffusion Models
aistats poster
masked diffusion
auto
regressive
models
https://virtual.aistats.org/virtual/2026/poster/13428
AISTATS Poster ConMeZO: Adaptive Descent-Direction Sampling for Gradient-Free Finetuning of Large...
aistats poster
adaptive
descent
direction
sampling
https://virtual.aistats.org/virtual/2026/poster/13334
AISTATS Poster Meta Sparse Principal Component Analysis
aistats poster
meta
sparse
principal
component
https://virtual.aistats.org/virtual/2026/poster/13581
AISTATS Poster Beyond Pooling: Matching for Robust Generalization Under Data Heterogeneity
aistats poster beyond
pooling
matching
robust
generalization
https://virtual.aistats.org/virtual/2026/poster/14039
AISTATS Poster Tight Regret Upper and Lower Bounds for Optimistic Hedge in Two-Player Zero-Sum Games
aistats poster
two player
zero sum
tight
regret
https://virtual.aistats.org/virtual/2026/poster/13616
AISTATS Poster Improving Coverage in Combined Prediction Sets with Weighted p-values
aistats poster
improving
coverage
combined
prediction
https://virtual.aistats.org/virtual/2026/poster/13548
AISTATS Poster CTRLS: Chain-of-Thought Reasoning via Latent State-Transition
aistats poster
ctrls
chain
thought
reasoning
https://virtual.aistats.org/virtual/2026/poster/13849
AISTATS Poster Entropic Projection Alignment: Estimating, Explaining, and Improving Model...
aistats poster
entropic
projection
alignment
estimating
https://virtual.aistats.org/virtual/2026/poster/13415
AISTATS Poster UniPROT: Uniform Prototype Selection via Partial Optimal Transport with Submodular...
aistats poster
uniprot
uniform
prototype
selection
https://virtual.aistats.org/virtual/2026/poster/13576
AISTATS Poster Transportability Without Graphs: A Bayesian Approach to Identifying s-Admissible...
aistats poster
without
graphs
bayesian
approach
https://virtual.aistats.org/virtual/2026/poster/14077
AISTATS Poster Beyond Real Data: Synthetic Data through the Lens of Regularization
aistats poster beyond
real data
synthetic
lens
https://virtual.aistats.org/virtual/2026/poster/13547
AISTATS Poster RamPINN: Recovering Raman Spectra From Coherent Anti-Stokes Spectra Using Embedded...
aistats poster
recovering
raman
spectra
coherent
https://virtual.aistats.org/virtual/2026/poster/13884
AISTATS Poster Amortized Structural Variational Inference
aistats poster
amortized
structural
variational
inference
https://virtual.aistats.org/virtual/2026/poster/13778
AISTATS Poster Multilayer Correlation Clustering
aistats poster
multilayer
correlation
clustering
https://virtual.aistats.org/virtual/2026/poster/14010
AISTATS Poster PAC-Bayesian Bounds on Constrained $f$-Entropic Risk Measures
aistats poster
pac
bayesian
bounds
constrained
https://virtual.aistats.org/virtual/2026/poster/13705
AISTATS Poster LLMs Judging LLMs: A Simplex Perspective
aistats poster
llms
judging
simplex
perspective
https://virtual.aistats.org/virtual/2026/poster/13797
AISTATS Poster Efficient and Accurate Tensor Compression via Recursive Sketching
aistats poster efficient
accurate
tensor
compression
via
https://virtual.aistats.org/virtual/2026/poster/13681
AISTATS Poster Multi-Component VAE with Gaussian Markov Random Field
aistats poster
multi component
vae
gaussian
markov
https://virtual.aistats.org/virtual/2026/poster/13728
AISTATS Poster Finite-Time Analysis of Gradient Descent for Shallow Transformers
aistats poster
time analysis
gradient descent
finite
shallow
https://virtual.aistats.org/virtual/2026/poster/13641
AISTATS Poster On propagation of chaos for the Fisher-Rao gradient flow in entropic mean-field...
aistats poster
propagation
chaos
fisher
rao
https://virtual.aistats.org/virtual/2026/poster/14031
AISTATS Poster Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients
aistats poster
complexity
aware
deep
symbolic
https://virtual.aistats.org/virtual/2026/poster/13420
AISTATS Poster ReTrack: Data Unlearning in Diffusion Models through Redirecting the Denoising...
aistats poster
diffusion models
data
unlearning
redirecting
https://virtual.aistats.org/virtual/2026/poster/13804
AISTATS Poster Incorporating Expert Knowledge into Bayesian Causal Discovery of Mixtures of...
aistats poster
expert knowledge
incorporating
bayesian
causal
https://virtual.aistats.org/virtual/2026/poster/13412
AISTATS Poster The Riemannian Geometry Associated to Gradient Flows of Linear Convolutional Networks
aistats poster
geometry
associated
gradient
flows
https://virtual.aistats.org/virtual/2026/poster/13898
AISTATS Poster Beyond Black-Box Predictions: Identifying Marginal Feature Effects in Tabular...
aistats poster beyond
black box
predictions
identifying
marginal
https://virtual.aistats.org/virtual/2026/poster/13646
AISTATS Poster ZipMoE: A Theoretically-Grounded Mixture of Experts Approach forParameter-Efficient...
aistats poster
grounded
mixture
experts
approach
https://virtual.aistats.org/virtual/2026/poster/13835
AISTATS Poster The Majority Vote Paradigm Shift: When Popular Meets Optimal
aistats poster
paradigm shift
majority
vote
popular
https://virtual.aistats.org/virtual/2026/poster/13486
AISTATS Poster Fundamental Limits for Weighted Empirical Approximations of Exponentially Tilted...
aistats poster
fundamental
limits
weighted
empirical
https://virtual.aistats.org/virtual/2026/poster/13828
AISTATS Poster Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based...
aistats poster
measurement information
injecting
yields
fast
https://virtual.aistats.org/virtual/2026/poster/13508
AISTATS Poster Regularized Operator Extrapolation Method For Stochastic Hierarchical Variational...
aistats poster
regularized
operator
method
stochastic
https://virtual.aistats.org/virtual/2026/poster/13805
AISTATS Poster WSBD: Freezing-Based Optimizer for Quantum Neural Networks
aistats poster
freezing
based
optimizer
quantum
https://virtual.aistats.org/virtual/2026/poster/13454
AISTATS Poster Eliciting Truthful Feedback for Preference-Based Learning via the VCG Mechanism
aistats poster
based learning
eliciting
truthful
feedback
https://virtual.aistats.org/virtual/2026/poster/13721
AISTATS Poster On Different Notions of Redundancy in Conditional-Independence-Based Discovery of...
aistats poster
different
notions
redundancy
conditional
https://virtual.aistats.org/virtual/2026/poster/13347
AISTATS Poster Disentangling Federated Learning Heterogeneity: A Dual-Perspective Analysis of...
aistats poster
federated learning
heterogeneity
dual
perspective
https://virtual.aistats.org/virtual/2026/poster/13406
AISTATS Poster Amortized In-Context Mixed Effect Transformer Models: A Zero-Shot Approach for...
aistats poster
transformer models
zero shot
amortized
context
https://virtual.aistats.org/virtual/2026/poster/13784
AISTATS Poster Refining Covariance Matrix Estimation in Stochastic Gradient Descent Through Bias...
stochastic gradient descent
aistats poster
refining
matrix
estimation
https://virtual.aistats.org/virtual/2026/poster/13521
AISTATS Poster Empirically Calibrated Conditional Independence Tests
aistats poster
calibrated
conditional
independence
tests
https://virtual.aistats.org/virtual/2026/poster/13896
AISTATS Poster Efficient Swap Regret Minimization in Combinatorial Bandits
aistats poster efficient
swap
regret
minimization
combinatorial
https://virtual.aistats.org/virtual/2026/poster/14043
AISTATS Poster LAMP: Extracting Local Decision Surfaces from Large Language Models
aistats poster
large language
lamp
extracting
local
https://virtual.aistats.org/virtual/2026/poster/13507
AISTATS Poster Frequency-Based Hyperparameter Selection in Games
aistats poster
frequency
based
hyperparameter
selection
https://virtual.aistats.org/virtual/2026/poster/13361
AISTATS Poster Hyperbolic Part-Whole Image Segmentation
aistats poster
hyperbolic
part
whole
image
https://virtual.aistats.org/virtual/2026/poster/13735
AISTATS Poster Adaptive Combinatorial Experimental Design: Pareto Optimality for Decision-Making...
aistats poster
adaptive
combinatorial
experimental
design
https://virtual.aistats.org/virtual/2026/poster/14026
AISTATS Poster Scalable resampling in massive generalized linear models via subsampled residual...
aistats poster
models via
scalable
resampling
massive
https://virtual.aistats.org/virtual/2026/poster/13480
AISTATS Poster Time Series Forecasting with Hahn Kolmogorov-Arnold Networks
time series forecasting
aistats poster
hahn
arnold
networks
https://virtual.aistats.org/virtual/2026/poster/13660
AISTATS Poster Nearly Optimal Best Arm Identification for Semiparametric Bandits
aistats poster
nearly
optimal
best
arm
https://virtual.aistats.org/virtual/2026/poster/13885
AISTATS Poster Power Transform Revisited: Numerically Stable, and Federated
aistats poster
power
transform
revisited
stable
https://virtual.aistats.org/virtual/2026/poster/13595
AISTATS Poster Conformal Prediction in Hierarchical Classification with Constrained Representation...
aistats poster
conformal
prediction
hierarchical
classification
https://virtual.aistats.org/virtual/2026/poster/13604
AISTATS Poster Explanation Design in Strategic Learning: Sufficient Explanations That Induce...
aistats poster
explanation
design
strategic
learning
https://virtual.aistats.org/virtual/2026/poster/13391
AISTATS Poster Conformal Robust Control of Linear Systems
aistats poster
conformal
robust
control
linear
https://virtual.aistats.org/virtual/2026/poster/14063
AISTATS Poster Orthogonal Representation Learning for Estimating Causal Quantities
aistats poster
representation learning
orthogonal
estimating
causal
https://virtual.aistats.org/virtual/2026/poster/13351
AISTATS Poster Conditional Flow Matching for Bayesian Posterior Inference
aistats poster
conditional
flow
matching
bayesian
https://virtual.aistats.org/virtual/2026/poster/13601
AISTATS Poster Retrieval Augmented Time Series Forecasting
aistats poster
retrieval augmented
time series
forecasting
https://virtual.aistats.org/virtual/2026/poster/13525
AISTATS Poster Differential Privacy in Kernelized Contextual Bandits via Random Projections
aistats poster
differential privacy
contextual
bandits
via
https://virtual.aistats.org/virtual/2026/poster/13447
AISTATS Poster Sharp Risk Bounds for Early-stopping in Gaussian Linear Regression
aistats poster
sharp
risk
bounds
early
https://virtual.aistats.org/virtual/2026/poster/13637
AISTATS Poster E-Scores for (In)Correctness Assessment of Generative Model Outputs
aistats poster
scores
correctness
assessment
generative
https://virtual.aistats.org/virtual/2026/poster/14049
AISTATS Poster Root cause discovery via permutations and Cholesky decomposition
aistats poster
root cause
discovery
via
permutations
https://virtual.aistats.org/virtual/2026/poster/13686
AISTATS Poster Feature Importance via Sets of Locally Performant Linear Models
aistats poster
feature
importance
via
sets
https://virtual.aistats.org/virtual/2026/poster/13514
AISTATS Poster Learning Under Moral Hazard with Instrumental Regression and Generalized Method of...
aistats poster
learning
moral
hazard
instrumental
https://virtual.aistats.org/virtual/2026/poster/14042
AISTATS Poster In-Context Learning for Discrete Optimal Transport: Can Transformers Sort?
aistats poster
context
learning
discrete
optimal
https://virtual.aistats.org/virtual/2026/poster/13372
AISTATS Poster Efficient Logistic Regression with Mixture of Sigmoids
aistats poster efficient
logistic
regression
mixture
https://virtual.aistats.org/virtual/2026/poster/13384
AISTATS Poster Causal-DRF: Conditional Kernel Treatment Effect Estimation using Distributional...
aistats poster
causal
drf
conditional
kernel
https://virtual.aistats.org/virtual/2026/poster/14024
AISTATS Poster High Effort, Low Gain: Fundamental Limits of Active Learning for Linear Dynamical...
aistats poster
active learning
high
effort
low
https://virtual.aistats.org/virtual/2026/poster/13846
AISTATS Poster Improved Algorithms for Clustering with Noisy Distance Oracles
aistats poster
improved
algorithms
clustering
noisy
https://virtual.aistats.org/virtual/2026/poster/13857
AISTATS Poster DeepRV: Accelerating Spatiotemporal Inference with Pre-trained Neural Priors
aistats poster
pre trained
accelerating
spatiotemporal
inference
https://virtual.aistats.org/virtual/2026/poster/13349
AISTATS Poster A Pure Hypothesis Test for Inhomogeneous Random Graph Models Based on a Kernelised...
aistats poster
pure
hypothesis
test
random
https://virtual.aistats.org/virtual/2026/poster/13760
AISTATS Poster Differentially Private Linear Regression and Synthetic Data Generation with...
aistats poster
differentially private
linear regression
synthetic data
generation
https://virtual.aistats.org/virtual/2026/poster/13513
AISTATS Poster Learning in Continuous State-Space MDPs for Network Inventory Management
aistats poster
state space
learning
continuous
network
https://virtual.aistats.org/virtual/2026/poster/13783
AISTATS Poster A Gaussian Process View on Observation Noise and Initialization in Wide Neural...
aistats poster
gaussian
process
view
observation
https://virtual.aistats.org/virtual/2026/poster/13821
AISTATS Poster Weighted quantization using MMD: From mean field to mean shift using gradient flows
aistats poster
weighted
quantization
using
mmd
https://virtual.aistats.org/virtual/2026/poster/13757
AISTATS Poster SQuaT: Self-Supervised Knowledge Distillation via Student-Aware Quantized Teacher...
aistats poster
self supervised
squat
knowledge
distillation