Robuta

https://virtual.aistats.org/virtual/2026/poster/13652 AISTATS Poster Multi-Agent Lipschitz Bandits aistats postermulti agentlipschitzbandits https://virtual.aistats.org/virtual/2026/poster/13877 AISTATS Poster Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under... aistats posterconformalmarginriskminimization https://virtual.aistats.org/virtual/2026/poster/13436 AISTATS Poster An Indicator of Membership Inference Security in Post-Training Quantized Models aistats postermembership inferenceindicatorsecuritytraining https://virtual.aistats.org/virtual/2026/poster/13658 AISTATS Poster Regression Descent: A Statistical Framework for Neural Network Optimization aistats posterneural networkregressiondescentstatistical https://virtual.aistats.org/virtual/2026/poster/13387 AISTATS Poster Variance Constrained Distribution Alignment in Few-shot Models aistats postervarianceconstraineddistributionalignment https://virtual.aistats.org/virtual/2026/poster/13842 AISTATS Poster General Weighted Averaging in Stochastic Gradient Descent: CLT and Adaptive... stochastic gradient descentaistats postergeneralweightedaveraging https://virtual.aistats.org/virtual/2026/poster/13640 AISTATS Poster A Consequentialist Critique of Binary Classification Evaluation: Theory, Practice,... aistats postercritiquebinaryclassificationevaluation https://virtual.aistats.org/virtual/2026/poster/13670 AISTATS Poster Provable Guarantees for Estimating Covariances between Latent Variables with... aistats posterprovableguaranteesestimatinglatent https://virtual.aistats.org/virtual/2026/poster/13499 AISTATS Poster CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks aistats posteralignedweightinitializationrandomized https://virtual.aistats.org/virtual/2026/poster/13845 AISTATS Poster Clustering-Based Edge Augmentation for Minimizing the Kirchhoff Index aistats posterclusteringbasededgeaugmentation https://virtual.aistats.org/virtual/2026/poster/13598 AISTATS Poster Stationarity-Aware Causal Discovery in Time Series via Minimal Separating Sets aistats postertime seriesawarecausaldiscovery https://virtual.aistats.org/virtual/2026/poster/13583 AISTATS Poster Adversary-Free Counterfactual Prediction via Information-Regularized Representations aistats posteradversaryfreecounterfactualprediction https://virtual.aistats.org/virtual/2026/poster/14046 AISTATS Poster Learning to Bid in Discriminatory Auctions with Budget Constraints aistats posterlearningbiddiscriminatoryauctions https://virtual.aistats.org/virtual/2026/poster/14056 AISTATS Poster Graphical Model Inference with Erosely Measured Data aistats postermodel inferencegraphicalmeasureddata https://virtual.aistats.org/virtual/2026/poster/13563 AISTATS Poster Active Measurement of Two-Point Correlations aistats postertwo pointactivemeasurementcorrelations https://virtual.aistats.org/virtual/2026/poster/14068 AISTATS Poster Archetypal Graph Generative Models: Explainable and Identifiable Communities via... aistats postergenerative modelsarchetypalgraphexplainable https://virtual.aistats.org/virtual/2026/poster/13798 AISTATS Poster Efficient Learning of Stationary Diffusions with Stein-type Discrepancies aistats poster efficientlearningstationarydiffusionsstein https://virtual.aistats.org/virtual/2026/poster/13635 AISTATS Poster Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete... aistats poster efficientcontinuous timeinferencecoupledhidden https://virtual.aistats.org/virtual/2026/poster/13750 AISTATS Poster Scalable Model-Based Clustering with Sequential Monte Carlo aistats postermodel basedscalableclusteringsequential https://virtual.aistats.org/virtual/2026/poster/13832 AISTATS Poster Visual Prompting Reimagined: The Power of Activation Prompts aistats postervisualpromptingreimaginedpower https://virtual.aistats.org/virtual/2026/poster/13881 AISTATS Poster Happiness as a Measure of Fairness aistats posterhappinessmeasurefairness https://virtual.aistats.org/virtual/2026/poster/13769 AISTATS Poster Modeling Multi-Objective Tradeoffs with Monotonic Utility Functions aistats postermodelingmultiobjectivetradeoffs https://virtual.aistats.org/virtual/2026/poster/13456 AISTATS Poster LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data aistats posterimagenetworksmodelingnon https://virtual.aistats.org/virtual/2026/poster/13882 AISTATS Poster Faster Parallel MCMC: Metropolis Adjustment Is Best Served Warm aistats posterfasterparallelmcmcmetropolis https://virtual.aistats.org/virtual/2026/poster/13837 AISTATS Poster Direct Preference Optimization With Unobserved Preference Heterogeneity aistats posterdirectpreferenceoptimizationheterogeneity https://virtual.aistats.org/virtual/2026/poster/13725 AISTATS Poster Connectome-Guided Optimization for Deep Networks aistats posterconnectomeguidedoptimizationdeep https://virtual.aistats.org/virtual/2026/poster/13789 AISTATS Poster Provable Effects of Data Replay in Continual Learning: A Feature Learning Perspective aistats postercontinual learningprovableeffectsdata https://virtual.aistats.org/virtual/2026/poster/13368 AISTATS Poster Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning aistats posterdifferentially privatequantum machineparametershift https://virtual.aistats.org/virtual/2026/poster/13463 AISTATS Poster Training Latent Diffusion Models with Interacting Particle Algorithms aistats posterlatent diffusiontrainingmodelsinteracting https://virtual.aistats.org/virtual/2026/poster/13539 AISTATS Poster Dyno-Net: A Dynamic Feature Extraction Model for Gastrointestinal Polyp Detection aistats posterdynodynamicfeatureextraction https://virtual.aistats.org/virtual/2026/poster/13710 AISTATS Poster Auto-Regressive Masked Diffusion Models aistats postermasked diffusionautoregressivemodels https://virtual.aistats.org/virtual/2026/poster/13428 AISTATS Poster ConMeZO: Adaptive Descent-Direction Sampling for Gradient-Free Finetuning of Large... aistats posteradaptivedescentdirectionsampling https://virtual.aistats.org/virtual/2026/poster/13334 AISTATS Poster Meta Sparse Principal Component Analysis aistats postermetasparseprincipalcomponent https://virtual.aistats.org/virtual/2026/poster/13581 AISTATS Poster Beyond Pooling: Matching for Robust Generalization Under Data Heterogeneity aistats poster beyondpoolingmatchingrobustgeneralization 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 postertwo playerzero sumtightregret https://virtual.aistats.org/virtual/2026/poster/13616 AISTATS Poster Improving Coverage in Combined Prediction Sets with Weighted p-values aistats posterimprovingcoveragecombinedprediction https://virtual.aistats.org/virtual/2026/poster/13548 AISTATS Poster CTRLS: Chain-of-Thought Reasoning via Latent State-Transition aistats posterctrlschainthoughtreasoning https://virtual.aistats.org/virtual/2026/poster/13849 AISTATS Poster Entropic Projection Alignment: Estimating, Explaining, and Improving Model... aistats posterentropicprojectionalignmentestimating https://virtual.aistats.org/virtual/2026/poster/13415 AISTATS Poster UniPROT: Uniform Prototype Selection via Partial Optimal Transport with Submodular... aistats posteruniprotuniformprototypeselection https://virtual.aistats.org/virtual/2026/poster/13576 AISTATS Poster Transportability Without Graphs: A Bayesian Approach to Identifying s-Admissible... aistats posterwithoutgraphsbayesianapproach https://virtual.aistats.org/virtual/2026/poster/14077 AISTATS Poster Beyond Real Data: Synthetic Data through the Lens of Regularization aistats poster beyondreal datasyntheticlens https://virtual.aistats.org/virtual/2026/poster/13547 AISTATS Poster RamPINN: Recovering Raman Spectra From Coherent Anti-Stokes Spectra Using Embedded... aistats posterrecoveringramanspectracoherent https://virtual.aistats.org/virtual/2026/poster/13884 AISTATS Poster Amortized Structural Variational Inference aistats posteramortizedstructuralvariationalinference https://virtual.aistats.org/virtual/2026/poster/13778 AISTATS Poster Multilayer Correlation Clustering aistats postermultilayercorrelationclustering https://virtual.aistats.org/virtual/2026/poster/14010 AISTATS Poster PAC-Bayesian Bounds on Constrained $f$-Entropic Risk Measures aistats posterpacbayesianboundsconstrained https://virtual.aistats.org/virtual/2026/poster/13705 AISTATS Poster LLMs Judging LLMs: A Simplex Perspective aistats posterllmsjudgingsimplexperspective https://virtual.aistats.org/virtual/2026/poster/13797 AISTATS Poster Efficient and Accurate Tensor Compression via Recursive Sketching aistats poster efficientaccuratetensorcompressionvia https://virtual.aistats.org/virtual/2026/poster/13681 AISTATS Poster Multi-Component VAE with Gaussian Markov Random Field aistats postermulti componentvaegaussianmarkov https://virtual.aistats.org/virtual/2026/poster/13728 AISTATS Poster Finite-Time Analysis of Gradient Descent for Shallow Transformers aistats postertime analysisgradient descentfiniteshallow 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 posterpropagationchaosfisherrao https://virtual.aistats.org/virtual/2026/poster/14031 AISTATS Poster Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients aistats postercomplexityawaredeepsymbolic https://virtual.aistats.org/virtual/2026/poster/13420 AISTATS Poster ReTrack: Data Unlearning in Diffusion Models through Redirecting the Denoising... aistats posterdiffusion modelsdataunlearningredirecting https://virtual.aistats.org/virtual/2026/poster/13804 AISTATS Poster Incorporating Expert Knowledge into Bayesian Causal Discovery of Mixtures of... aistats posterexpert knowledgeincorporatingbayesiancausal https://virtual.aistats.org/virtual/2026/poster/13412 AISTATS Poster The Riemannian Geometry Associated to Gradient Flows of Linear Convolutional Networks aistats postergeometryassociatedgradientflows https://virtual.aistats.org/virtual/2026/poster/13898 AISTATS Poster Beyond Black-Box Predictions: Identifying Marginal Feature Effects in Tabular... aistats poster beyondblack boxpredictionsidentifyingmarginal https://virtual.aistats.org/virtual/2026/poster/13646 AISTATS Poster ZipMoE: A Theoretically-Grounded Mixture of Experts Approach forParameter-Efficient... aistats postergroundedmixtureexpertsapproach https://virtual.aistats.org/virtual/2026/poster/13835 AISTATS Poster The Majority Vote Paradigm Shift: When Popular Meets Optimal aistats posterparadigm shiftmajorityvotepopular https://virtual.aistats.org/virtual/2026/poster/13486 AISTATS Poster Fundamental Limits for Weighted Empirical Approximations of Exponentially Tilted... aistats posterfundamentallimitsweightedempirical https://virtual.aistats.org/virtual/2026/poster/13828 AISTATS Poster Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based... aistats postermeasurement informationinjectingyieldsfast https://virtual.aistats.org/virtual/2026/poster/13508 AISTATS Poster Regularized Operator Extrapolation Method For Stochastic Hierarchical Variational... aistats posterregularizedoperatormethodstochastic https://virtual.aistats.org/virtual/2026/poster/13805 AISTATS Poster WSBD: Freezing-Based Optimizer for Quantum Neural Networks aistats posterfreezingbasedoptimizerquantum https://virtual.aistats.org/virtual/2026/poster/13454 AISTATS Poster Eliciting Truthful Feedback for Preference-Based Learning via the VCG Mechanism aistats posterbased learningelicitingtruthfulfeedback https://virtual.aistats.org/virtual/2026/poster/13721 AISTATS Poster On Different Notions of Redundancy in Conditional-Independence-Based Discovery of... aistats posterdifferentnotionsredundancyconditional https://virtual.aistats.org/virtual/2026/poster/13347 AISTATS Poster Disentangling Federated Learning Heterogeneity: A Dual-Perspective Analysis of... aistats posterfederated learningheterogeneitydualperspective https://virtual.aistats.org/virtual/2026/poster/13406 AISTATS Poster Amortized In-Context Mixed Effect Transformer Models: A Zero-Shot Approach for... aistats postertransformer modelszero shotamortizedcontext https://virtual.aistats.org/virtual/2026/poster/13784 AISTATS Poster Refining Covariance Matrix Estimation in Stochastic Gradient Descent Through Bias... stochastic gradient descentaistats posterrefiningmatrixestimation https://virtual.aistats.org/virtual/2026/poster/13521 AISTATS Poster Empirically Calibrated Conditional Independence Tests aistats postercalibratedconditionalindependencetests https://virtual.aistats.org/virtual/2026/poster/13896 AISTATS Poster Efficient Swap Regret Minimization in Combinatorial Bandits aistats poster efficientswapregretminimizationcombinatorial https://virtual.aistats.org/virtual/2026/poster/14043 AISTATS Poster LAMP: Extracting Local Decision Surfaces from Large Language Models aistats posterlarge languagelampextractinglocal https://virtual.aistats.org/virtual/2026/poster/13507 AISTATS Poster Frequency-Based Hyperparameter Selection in Games aistats posterfrequencybasedhyperparameterselection https://virtual.aistats.org/virtual/2026/poster/13361 AISTATS Poster Hyperbolic Part-Whole Image Segmentation aistats posterhyperbolicpartwholeimage https://virtual.aistats.org/virtual/2026/poster/13735 AISTATS Poster Adaptive Combinatorial Experimental Design: Pareto Optimality for Decision-Making... aistats posteradaptivecombinatorialexperimentaldesign https://virtual.aistats.org/virtual/2026/poster/14026 AISTATS Poster Scalable resampling in massive generalized linear models via subsampled residual... aistats postermodels viascalableresamplingmassive https://virtual.aistats.org/virtual/2026/poster/13480 AISTATS Poster Time Series Forecasting with Hahn Kolmogorov-Arnold Networks time series forecastingaistats posterhahnarnoldnetworks https://virtual.aistats.org/virtual/2026/poster/13660 AISTATS Poster Nearly Optimal Best Arm Identification for Semiparametric Bandits aistats posternearlyoptimalbestarm https://virtual.aistats.org/virtual/2026/poster/13885 AISTATS Poster Power Transform Revisited: Numerically Stable, and Federated aistats posterpowertransformrevisitedstable https://virtual.aistats.org/virtual/2026/poster/13595 AISTATS Poster Conformal Prediction in Hierarchical Classification with Constrained Representation... aistats posterconformalpredictionhierarchicalclassification https://virtual.aistats.org/virtual/2026/poster/13604 AISTATS Poster Explanation Design in Strategic Learning: Sufficient Explanations That Induce... aistats posterexplanationdesignstrategiclearning https://virtual.aistats.org/virtual/2026/poster/13391 AISTATS Poster Conformal Robust Control of Linear Systems aistats posterconformalrobustcontrollinear https://virtual.aistats.org/virtual/2026/poster/14063 AISTATS Poster Orthogonal Representation Learning for Estimating Causal Quantities aistats posterrepresentation learningorthogonalestimatingcausal https://virtual.aistats.org/virtual/2026/poster/13351 AISTATS Poster Conditional Flow Matching for Bayesian Posterior Inference aistats posterconditionalflowmatchingbayesian https://virtual.aistats.org/virtual/2026/poster/13601 AISTATS Poster Retrieval Augmented Time Series Forecasting aistats posterretrieval augmentedtime seriesforecasting https://virtual.aistats.org/virtual/2026/poster/13525 AISTATS Poster Differential Privacy in Kernelized Contextual Bandits via Random Projections aistats posterdifferential privacycontextualbanditsvia https://virtual.aistats.org/virtual/2026/poster/13447 AISTATS Poster Sharp Risk Bounds for Early-stopping in Gaussian Linear Regression aistats postersharpriskboundsearly https://virtual.aistats.org/virtual/2026/poster/13637 AISTATS Poster E-Scores for (In)Correctness Assessment of Generative Model Outputs aistats posterscorescorrectnessassessmentgenerative https://virtual.aistats.org/virtual/2026/poster/14049 AISTATS Poster Root cause discovery via permutations and Cholesky decomposition aistats posterroot causediscoveryviapermutations https://virtual.aistats.org/virtual/2026/poster/13686 AISTATS Poster Feature Importance via Sets of Locally Performant Linear Models aistats posterfeatureimportanceviasets https://virtual.aistats.org/virtual/2026/poster/13514 AISTATS Poster Learning Under Moral Hazard with Instrumental Regression and Generalized Method of... aistats posterlearningmoralhazardinstrumental https://virtual.aistats.org/virtual/2026/poster/14042 AISTATS Poster In-Context Learning for Discrete Optimal Transport: Can Transformers Sort? aistats postercontextlearningdiscreteoptimal https://virtual.aistats.org/virtual/2026/poster/13372 AISTATS Poster Efficient Logistic Regression with Mixture of Sigmoids aistats poster efficientlogisticregressionmixture https://virtual.aistats.org/virtual/2026/poster/13384 AISTATS Poster Causal-DRF: Conditional Kernel Treatment Effect Estimation using Distributional... aistats postercausaldrfconditionalkernel https://virtual.aistats.org/virtual/2026/poster/14024 AISTATS Poster High Effort, Low Gain: Fundamental Limits of Active Learning for Linear Dynamical... aistats posteractive learninghigheffortlow https://virtual.aistats.org/virtual/2026/poster/13846 AISTATS Poster Improved Algorithms for Clustering with Noisy Distance Oracles aistats posterimprovedalgorithmsclusteringnoisy https://virtual.aistats.org/virtual/2026/poster/13857 AISTATS Poster DeepRV: Accelerating Spatiotemporal Inference with Pre-trained Neural Priors aistats posterpre trainedacceleratingspatiotemporalinference https://virtual.aistats.org/virtual/2026/poster/13349 AISTATS Poster A Pure Hypothesis Test for Inhomogeneous Random Graph Models Based on a Kernelised... aistats posterpurehypothesistestrandom https://virtual.aistats.org/virtual/2026/poster/13760 AISTATS Poster Differentially Private Linear Regression and Synthetic Data Generation with... aistats posterdifferentially privatelinear regressionsynthetic datageneration https://virtual.aistats.org/virtual/2026/poster/13513 AISTATS Poster Learning in Continuous State-Space MDPs for Network Inventory Management aistats posterstate spacelearningcontinuousnetwork https://virtual.aistats.org/virtual/2026/poster/13783 AISTATS Poster A Gaussian Process View on Observation Noise and Initialization in Wide Neural... aistats postergaussianprocessviewobservation https://virtual.aistats.org/virtual/2026/poster/13821 AISTATS Poster Weighted quantization using MMD: From mean field to mean shift using gradient flows aistats posterweightedquantizationusingmmd https://virtual.aistats.org/virtual/2026/poster/13757 AISTATS Poster SQuaT: Self-Supervised Knowledge Distillation via Student-Aware Quantized Teacher... aistats posterself supervisedsquatknowledgedistillation