George D. Montañez

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Learning Algorithm

Hypothesis Tests

Machine Learning

Top Venues

Publications

Milo Knell, Sahil Rane, Forrest Bicker, Tiger Che, Alan Wu, George D. Montañez
From Targets to Rewards: Continuous Target Sets in the Algorithmic Search Framework. ICAART (3) (2024)
Cynthia Hom, William Yik, George D. Montañez
Finite-Sample Bounds for Two-Distribution Hypothesis Tests. DSAA (2023)
Anshul Kamath, Jiayi Zhao, Nick Grisanti, George D. Montañez
The Gopher Grounds: Testing the Link between Structure and Function in Simple Machines. ICAART (2) (2022)
Jiayi Zhao, Anshul Kamath, Nick Grisanti, George D. Montañez
Generating the Gopher's Grounds: Form, Function, Order, and Alignment. ICAART (Revised Selected Paper (2022)
Ramya Ramalingam, Nicolas A. Espinosa Dice, Megan L. Kaye, George D. Montañez
Bounding Generalization Error Through Bias and Capacity. IJCNN (2022)
William Yik, Limnanthes Serafini, Timothy Lindsey, George D. Montañez
Identifying Bias in Data Using Two-Distribution Hypothesis Tests. AIES (2022)
Sophie Bekerman, Eric Chen, Lily Lin, George D. Montañez
Vectorization of Bias in Machine Learning Algorithms. ICAART (2) (2022)
Kyle Rong, Aditya Khant, David Flores, George D. Montañez
The Label Recorder Method - Testing the Memorization Capacity of Machine Learning Models. LOD (2021)
Nicolas A. Espinosa Dice, Megan L. Kaye, Hana Ahmed, George D. Montañez
A Probabilistic Theory of Abductive Reasoning. ICAART (2) (2021)
Amani R. Maina-Kilaas, Cynthia Hom, Kevin Ginta, George D. Montañez
The Predator's Purpose: Intention Perception in Simulated Agent Environments. CEC (2021)
Sonia Sehra, David Flores, George D. Montañez
Undecidability of Underfitting in Learning Algorithms. CoRR (2021)
George D. Montañez
Permutation Encoding for Text Steganography: A Short Tutorial. CoRR (2021)
Cynthia Hom, Amani R. Maina-Kilaas, Kevin Ginta, Cindy Lay, George D. Montañez
The Gopher's Gambit: Survival Advantages of Artifact-based Intention Perception. ICAART (1) (2021)
Eric M. Weiner, George D. Montañez, Aaron Trujillo, Abtin Molavi
Hyperparameter Choice as Search Bias in AlphaZero. SMC (2021)
Amani R. Maina-Kilaas, George D. Montañez, Cynthia Hom, Kevin Ginta, Cindy Lay
The Hero's Dilemma: Survival Advantages of Intention Perception in Virtual Agent Games. CoG (2021)
Pedro Sandoval Segura, Julius Lauw, Daniel Bashir, Kinjal Shah, Sonia Sehra, Dominique Macias, George D. Montañez
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity. ICAART (2) (2020)
Jarred Allen, Cindy Lay, George D. Montañez
A Castro Consensus: Understanding the Role of Dependence in Consensus Formation. TTO (2020)
Tyler Sam, Jake Williams, Abel Tadesse, Huey Sun, George D. Montañez
Decomposable Probability-of-Success Metrics in Algorithmic Search. ICAART (2) (2020)
Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw
An Information-Theoretic Perspective on Overfitting and Underfitting. Australasian Conference on Artificial Intelligence (2020)
George D. Montañez, Daniel Bashir, Julius Lauw
Trading Bias for Expressivity in Artificial Learning. ICAART (Revised Selected Papers) (2020)
Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw
An Information-Theoretic Perspective on Overfitting and Underfitting. CoRR (2020)
Jake Williams, Abel Tadesse, Tyler Sam, Huey Sun, George D. Montañez
Limits of Transfer Learning. CoRR (2020)
Tyler Sam, Jake Williams, Abel Tadesse, Huey Sun, George D. Montañez
Decomposable Probability-of-Success Metrics in Algorithmic Search. CoRR (2020)
Jake Williams, Abel Tadesse, Tyler Sam, Huey Sun, George D. Montañez
Limits of Transfer Learning. LOD (2) (2020)
George D. Montañez, Laina Sanders, Howard Deshong
Minimal Complexity Requirements for Proteins and Other Combinatorial Recognition Systems. BIOINFORMATICS (2020)
Julius Lauw, Dominique Macias, Akshay Trikha, Julia Vendemiatti, George D. Montañez
The Bias-Expressivity Trade-off. ICAART (2) (2020)
Pedro Sandoval Segura, Julius Lauw, Daniel Bashir, Kinjal Shah, Sonia Sehra, Dominique Macias, George D. Montañez
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity. CoRR (2019)
George D. Montañez, Jonathan Hayase, Julius Lauw, Dominique Macias, Akshay Trikha, Julia Vendemiatti
The Futility of Bias-Free Learning and Search. CoRR (2019)
Julius Lauw, Dominique Macias, Akshay Trikha, Julia Vendemiatti, George D. Montañez
The Bias-Expressivity Trade-off. CoRR (2019)
George D. Montañez, Jonathan Hayase, Julius Lauw, Dominique Macias, Akshay Trikha, Julia Vendemiatti
The Futility of Bias-Free Learning and Search. Australasian Conference on Artificial Intelligence (2019)
George D. Montañez
Estimating the Prevalence of Religious Content in Intelligent Design Social Media. IRI (2017)
George D. Montañez
The famine of forte: Few search problems greatly favor your algorithm. SMC (2017)
George D. Montañez, Cosma Rohilla Shalizi
The LICORS cabinet: Nonparametric light cone methods for spatio-temporal modeling. IJCNN (2017)
George D. Montañez
Detecting Intelligence - The Turing Test and Other Design Detection Methodologies. ICAART (2) (2016)
George D. Montañez
The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm. CoRR (2016)
George D. Montañez, Saeed Amizadeh, Nikolay Laptev
Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series. AAAI (2015)
George D. Montañez, Cosma Rohilla Shalizi
The LICORS Cabinet: Nonparametric Algorithms for Spatio-temporal Prediction. CoRR (2015)
George D. Montañez, Ryen W. White, Xiao Huang
Cross-Device Search. CIKM (2014)
George D. Montañez
Information transmission through genetic algorithm fitness maps. IEEE Congress on Evolutionary Computation (2013)
George D. Montañez
Bounding the number of favorable functions in stochastic search. IEEE Congress on Evolutionary Computation (2013)
George D. Montañez, Young-Rae Cho
Assessing reliability of protein-protein interactions by gene ontology integration. CIBCB (2012)