Search results for "Misspecification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
74	Peter Grünwald, John Langford 0001	Suboptimal behavior of Bayes and MDL in classification under misspecification.	Mach. Learn.	2007	DBLP DOI BibTeX RDF	Misspecification, Classification, Consistency, Inconsistency, Minimum description length, Bayesian statistics
53	Youngjo Lee 0001	Robust variance estimators for fixed-effect estimates with hierarchical-likelihood.	Stat. Comput.	2002	DBLP DOI BibTeX RDF	hierarchical likelihood, marginal likelihood, model misspecification, hierarchical generalized linear models, robust, likelihood
41	Rong Duan, Wei Jiang, Hong Man	Robust Adjusted Likelihood Function for Image Analysis.	AIPR	2006	DBLP DOI BibTeX RDF
41	Anthony J. Bagnall, Gareth J. Janacek	Clustering Time Series with Clipped Data.	Mach. Learn.	2005	DBLP DOI BibTeX RDF	clustering time series, clipping
21	Robert J. Durrant, Ata Kabán	Compressed fisher linear discriminant analysis: classification of randomly projected data.	KDD	2010	DBLP DOI BibTeX RDF	compressed learning, classification, dimensionality reduction, linear discriminant analysis, random projection
21	Masashi Sugiyama, Shinichi Nakajima	Pool-Based Agnostic Experiment Design in Linear Regression.	ECML/PKDD (2)	2008	DBLP DOI BibTeX RDF
21	H. ElAbiad, Laurent Le Brusquet, Marie-Eve Davoust	Sequential experimental design for misspecified nonlinear models.	ICASSP	2008	DBLP DOI BibTeX RDF
21	Percy Liang, Michael I. Jordan	An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators.	ICML	2008	DBLP DOI BibTeX RDF
21	Robert Johnson, Jonathan Marchini, Stephen M. Smith 0001, Christian F. Beckmann	Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries.	ICA	2007	DBLP DOI BibTeX RDF	Biophysical Prior, Sparse Dictionaries, Independent Component Analysis, Functional Magnetic Resonance Imaging
21	Masato Koda	A New Computing Method for Greeks Using Stochastic Sensitivity Analysis.	International Conference on Computational Science (2)	2007	DBLP DOI BibTeX RDF	Malliavin calculus, Monte Carlo simulation, Greeks
21	Daniel A. Griffith	Hidden negative spatial autocorrelation.	J. Geogr. Syst.	2006	DBLP DOI BibTeX RDF	JEL Classification C21, R23
21	Jørgen Lauridsen, Jesús Mur	Multicollinearity in cross-sectional regressions.	J. Geogr. Syst.	2006	DBLP DOI BibTeX RDF	C40, J60, JEL Classifications C21, C51
21	Klaus H. Ecker, Frank Drews, Jens Lichtenberg	QoS-based management of multiple shared resource in dynamic real-time systems.	IPDPS	2006	DBLP DOI BibTeX RDF
21	Loon Ching Tang, Kai Xu	A multiple objective framework for planning accelerated life tests.	IEEE Trans. Reliab.	2005	DBLP DOI BibTeX RDF
21	William M. Evanco	Comments on "The Confounding Effect of Class Size on the Validity of Object-Oriented Metrics".	IEEE Trans. Software Eng.	2003	DBLP DOI BibTeX RDF	defect-proneness, statistical modeling, Object-oriented metrics, software defects
21	Navara Chantarat, Ning Zheng, Theodore T. Allen, Deng Huang	Issues on simulation and optimization I: optimal experimental design for systems involving both quantitative and qualitative factors.	WSC	2003	DBLP DOI BibTeX RDF
21	Massimiliano Giorgio, Gianpaolo Pulcini	The effect of model misspecification of the bounded transformed gamma process on maintenance optimization.	Reliab. Eng. Syst. Saf.	2024	DBLP DOI BibTeX RDF
21	Safora Anjum, Javid Shabbir, Shakeel Ahmed	Model-based estimation for population total under model misspecification using the balanced sampling scheme.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
21	Miguel I. Aguirre-Urreta, Mikko Rönkkö, George M. Marakas	Reconsidering the implications of formative versus reflective measurement model misspecification.	Inf. Syst. J.	2024	DBLP DOI BibTeX RDF
21	Joar Skalse, Alessandro Abate	Quantifying the Sensitivity of Inverse Reinforcement Learning to Misspecification.	CoRR	2024	DBLP DOI BibTeX RDF
21	Bruce D. Lee, Anders Rantzer, Nikolai Matni	Nonasymptotic Regret Analysis of Adaptive Linear Quadratic Control with Model Misspecification.	CoRR	2024	DBLP DOI BibTeX RDF
21	Thomas D. Swinburne, Danny Perez	Misspecification uncertainties in near-deterministic regression.	CoRR	2024	DBLP DOI BibTeX RDF
21	Achille O. R. Nazaret, Claudia Shi, David M. Blei	On the Misspecification of Linear Assumptions in Synthetic Controls.	AISTATS	2024	DBLP BibTeX RDF
21	Yunfan Li, Lin Yang	On the Model-Misspecification in Reinforcement Learning.	AISTATS	2024	DBLP BibTeX RDF
21	Kleber Henrique dos Santos, Tarciana Liberal Pereira, Tatiene C. Souza, Marcelo Bourguignon	A misspecification test for beta prime regression models.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
21	Hugh Panton, Gavin Leech, Laurence Aitchison	Decision trees compensate for model misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu	On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits.	CoRR	2023	DBLP DOI BibTeX RDF
21	Nadav Harel, Tirza Routtenberg	Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Ryan P. Kelly, David J. Nott, David T. Frazier, David J. Warne, Chris Drovandi	Misspecification-robust Sequential Neural Likelihood.	CoRR	2023	DBLP DOI BibTeX RDF
21	Kefan Dong, Yannis Flet-Berliac, Allen Nie, Emma Brunskill	Model-based Offline Reinforcement Learning with Local Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu 0002, Elizabeth Daly, Ivana Dusparic	Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Felipe Maia Polo, Yuekai Sun, Moulinath Banerjee	Conditional independence testing under model misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Zongren Zou, Xuhui Meng, George Em Karniadakis	Correcting model misspecification in physics-informed neural networks (PINNs).	CoRR	2023	DBLP DOI BibTeX RDF
21	Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski	Learning Robust Statistics for Simulation-based Inference under Model Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Ryoya Yamasaki, Toshiyuki Tanaka	Label Smoothing is Robustification against Model Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Pronoma Banerjee, Manasi V. Gude, Rajvi J. Sampat, Sharvari M. Hedaoo, Soma S. Dhavala, Snehanshu Saha	Correcting Model Misspecification via Generative Adversarial Networks.	CoRR	2023	DBLP DOI BibTeX RDF
21	Christian Borgs, Geng Zhao	Locality via Global Ties: Stability of the 2-Core Against Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan	Overcoming Prior Misspecification in Online Learning to Rank.	CoRR	2023	DBLP DOI BibTeX RDF
21	Debangshu Banerjee, Aditya Gopalan	When are Bandits Robust to Misspecification?	CoRR	2023	DBLP DOI BibTeX RDF
21	Yunfan Li, Lin Yang	Least Square Value Iteration is Robust Under Locally Bounded Misspecification Error.	CoRR	2023	DBLP DOI BibTeX RDF
21	Daniel Sanz-Alonso, Ruiyi Yang	Gaussian Process Regression under Computational and Epistemic Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Tommie A. Catanach, Niladri Das	Metrics for Bayesian Optimal Experiment Design under Model Misspecification.	CoRR	2023	DBLP DOI BibTeX RDF
21	Nina Dörnemann	Likelihood ratio tests under model misspecification in high dimensions.	J. Multivar. Anal.	2023	DBLP DOI BibTeX RDF
21	Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén	Estimation Under Model Misspecification With Fake Features.	IEEE Trans. Signal Process.	2023	DBLP DOI BibTeX RDF
21	Tommie A. Catanach, Niladri Das	Metrics for Bayesian Optimal Experiment Design Under Model Misspecification.	CDC	2023	DBLP DOI BibTeX RDF
21	Joar Skalse, Alessandro Abate	Misspecification in Inverse Reinforcement Learning.	AAAI	2023	DBLP DOI BibTeX RDF
21	Kefan Dong, Yannis Flet-Berliac, Allen Nie, Emma Brunskill	Model-Based Offline Reinforcement Learning with Local Misspecification.	AAAI	2023	DBLP DOI BibTeX RDF
21	Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu 0002, Elizabeth Daly, Ivana Dusparic	Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification.	ECAI	2023	DBLP DOI BibTeX RDF
21	Giacomo Lanzani	Dynamic Concern for Misspecification.	EC	2023	DBLP DOI BibTeX RDF
21	Marvin Schmitt, Paul-Christian Bürkner, Ullrich Köthe, Stefan T. Radev	Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks.	DAGM	2023	DBLP DOI BibTeX RDF
21	Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski	Learning Robust Statistics for Simulation-based Inference under Model Misspecification.	NeurIPS	2023	DBLP BibTeX RDF
21	Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu	On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits.	ICML	2023	DBLP BibTeX RDF
21	Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan	Overcoming Prior Misspecification in Online Learning to Rank.	AISTATS	2023	DBLP BibTeX RDF
21	Sebastian Semper, E. Pérez, Markus H. Landmann, Reiner S. Thomä	Misspecification Under the Narrowband Assumption: A Cramér-Rao Bound Perspective.	EUSIPCO	2023	DBLP DOI BibTeX RDF
21	Lars Peter Hansen, Thomas J. Sargent	Structured ambiguity and model misspecification.	J. Econ. Theory	2022	DBLP DOI BibTeX RDF
21	Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez	On the Robustness to Misspecification of α-posteriors and Their Variational Approximations.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
21	Yuangang Pan, Ivor W. Tsang, Weijie Chen 0001, Gang Niu 0001, Masashi Sugiyama	Fast and Robust Rank Aggregation against Model Misspecification.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
21	Narayanaswamy Balakrishnan 0001, Elena Castilla, Man Ho Ling	Optimal designs of constant-stress accelerated life-tests for one-shot devices with model misspecification analysis.	Qual. Reliab. Eng. Int.	2022	DBLP DOI BibTeX RDF
21	Siyu Gao, Qianqian Zhang, Jing Yu	The impact of misspecification of nuisance parameters on test for homogeneity in zero-inflated Poisson model: A simulation study.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
21	Alexander Pan, Kush Bhatia, Jacob Steinhardt	The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models.	CoRR	2022	DBLP BibTeX RDF
21	Saptarshi Chakraborty, Debolina Paul, Swagatam Das	Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification.	CoRR	2022	DBLP BibTeX RDF
21	Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert	Robust PACm: Training Ensemble Models Under Model Misspecification and Outliers.	CoRR	2022	DBLP DOI BibTeX RDF
21	Takumi Tanabe, Rei Sato, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto	Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification.	CoRR	2022	DBLP DOI BibTeX RDF
21	Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén	Estimation and Model Misspecification: Fake and Missing Features.	CoRR	2022	DBLP DOI BibTeX RDF
21	Joar Skalse, Alessandro Abate	Misspecification in Inverse Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
21	Yuko Kato, David M. J. Tax, Marco Loog	A view on model misspecification in uncertainty quantification.	CoRR	2022	DBLP DOI BibTeX RDF
21	Patrick Cannon, Daniel Ward, Sebastian M. Schmon	Investigating the Impact of Model Misspecification in Neural Simulation-based Inference.	CoRR	2022	DBLP DOI BibTeX RDF
21	Luca Viano, Yu-Ting Huang, Parameswaran Kamalaruban, Craig Innes, Subramanian Ramamoorthy, Adrian Weller	Robust Learning from Observation with Model Misspecification.	CoRR	2022	DBLP BibTeX RDF
21	Ofir Krauz, Joseph Tabrikian	Composite Hypothesis Tests for Detection of Modeling Misspecification.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
21	Mahbubul Hasan, Lih-Yuan Deng, John Sabatini 0001, Dale Bowman, Ching-Chi Yang, John Hollander	Effect of Q-matrix Misspecification on Variational Autoencoders (VAE) for Multidimensional Item Response Theory (MIRT) Models Estimation.	EDM	2022	DBLP BibTeX RDF
21	Yuko Kato, David M. J. Tax, Marco Loog	A View on Model Misspecification in Uncertainty Quantification.	BNAIC/BENELEARN	2022	DBLP DOI BibTeX RDF
21	Eli N. Weinstein, Alan Nawzad Amin, Jonathan Frazer, Debora S. Marks	Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness.	NeurIPS	2022	DBLP BibTeX RDF
21	Takumi Tanabe, Rei Sato, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto	Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification.	NeurIPS	2022	DBLP BibTeX RDF
21	Alexander Pan, Kush Bhatia, Jacob Steinhardt	The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models.	ICLR	2022	DBLP BibTeX RDF
21	Udaya Ghai, Xinyi Chen, Elad Hazan, Alexandre Megretski	Robust Online Control with Model Misspecification.	L4DC	2022	DBLP BibTeX RDF
21	Luca Viano, Yu-Ting Huang, Parameswaran Kamalaruban, Craig Innes, Subramanian Ramamoorthy, Adrian Weller	Robust Learning from Observation with Model Misspecification. (PDF / PS)	AAMAS	2022	DBLP BibTeX RDF
21	Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez	On the Robustness to Misspecification of α-Posteriors and Their Variational Approximations.	CoRR	2021	DBLP BibTeX RDF
21	Rachel Freedman, Rohin Shah, Anca D. Dragan	Choice Set Misspecification in Reward Inference.	CoRR	2021	DBLP BibTeX RDF
21	Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey	Adapting to misspecification in contextual bandits with offline regression oracles.	CoRR	2021	DBLP BibTeX RDF
21	Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee, Mohammad Reza Aref	Learning under Distribution Mismatch and Model Misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Maria R. Cervera, Rafael Dätwyler, Francesco D'Angelo, Hamza Keurti, Benjamin F. Grewe, Christian Henning	Uncertainty estimation under model misspecification in neural network regression.	CoRR	2021	DBLP BibTeX RDF
21	Marvin Schmitt, Paul-Christian Bürkner, Ullrich Köthe, Stefan T. Radev	BayesFlow can reliably detect Model Misspecification and Posterior Errors in Amortized Bayesian Inference.	CoRR	2021	DBLP BibTeX RDF
21	Yuqian Zhang, Jelena Bradic, Weijie Ji	Dynamic treatment effects: high-dimensional inference under model misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski	Dependency Structure Misspecification in Multi-Source Weak Supervision Models.	CoRR	2021	DBLP BibTeX RDF
21	Annie Marsden, John C. Duchi, Gregory Valiant	On Misspecification in Prediction Problems and Robustness via Improper Learning.	CoRR	2021	DBLP BibTeX RDF
21	Clémence Réda, Andrea Tirinzoni, Rémy Degenne	Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification.	CoRR	2021	DBLP BibTeX RDF
21	Xinyi Chen, Udaya Ghai, Elad Hazan, Alexandre Megretski	Robust Online Control with Model Misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Lebin Yu, Jian Wang, Xudong Zhang	Robust Reinforcement Learning under model misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Kayhan Behdin, Rahul Mazumder	Archetypal Analysis for Sparse Nonnegative Matrix Factorization: Robustness Under Misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert	Adapting to Misspecification in Contextual Bandits.	CoRR	2021	DBLP BibTeX RDF
21	Meir Feder, Yury Polyanskiy	Sequential prediction under log-loss and misspecification.	CoRR	2021	DBLP BibTeX RDF
21	Pieter M. van Staden, Duy-Minh Dang, Peter A. Forsyth	The surprising robustness of dynamic Mean-Variance portfolio optimization to model misspecification errors.	Eur. J. Oper. Res.	2021	DBLP DOI BibTeX RDF
21	Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh-Trung	Misspecified Cramer-Rao Bounds for Blind Channel Estimation Under Channel Order Misspecification.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
21	Akshay S. Bondre, Christ D. Richmond	Asymptotic Distribution of Generalized Likelihood Ratio Test Under Model Misspecification With Application to Cooperative Radar-Communications.	ICASSP	2021	DBLP DOI BibTeX RDF
21	Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee, Mohammad Reza Aref	Learning under Distribution Mismatch and Model Misspecification.	ISIT	2021	DBLP DOI BibTeX RDF
21	Peter Grünwald, Alexander Ly, Muriel Felipe Pérez-Ortiz, Judith Ter Schure	The Safe Logrank Test: Error Control under Optional Stopping, Continuation and Prior Misspecification.	SPACA	2021	DBLP BibTeX RDF
21	Clémence Réda, Andrea Tirinzoni, Rémy Degenne	Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification.	NeurIPS	2021	DBLP BibTeX RDF
21	Meir Feder, Yury Polyanskiy	Sequential prediction under log-loss and misspecification.	COLT	2021	DBLP BibTeX RDF
21	Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey	Adapting to misspecification in contextual bandits with offline regression oracles.	ICML	2021	DBLP BibTeX RDF
21	Andrew Paskaramoorthy, Tim Gebbie, Terence L. van Zyl	The efficient frontiers of mean-variance portfolio rules under distribution misspecification.	FUSION	2021	DBLP BibTeX RDF