Austin J. Brockmeier

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 21

Top Topics

Nearest Neighbor

Label Propagation

Longitudinal Study

Metric Learning

Top Venues

Publications

Oscar Skean, Jhoan Keider Hoyos Osorio, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies. CoRR (2023)
Kristina M. Holton, Shi Yu Chan, Austin J. Brockmeier, Dost Öngür, Mei-Hua Hall
Exploring the influence of functional architecture on cortical thickness networks in early psychosis - A longitudinal study. NeuroImage 274 (2023)
Bilal Riaz, Yuksel Karahan, Austin J. Brockmeier
Partial Optimal Transport for Support Subset Selection. Trans. Mach. Learn. Res. 2023 (2023)
Jhoan Keider Hoyos Osorio, Oscar Skean, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
The Representation Jensen-Rényi Divergence. ICASSP (2022)
Jhoan Keider Hoyos Osorio, Oscar Skean, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
The Representation Jensen-Rényi Divergence. CoRR (2021)
Carlos H. Mendoza-Cardenas, Austin J. Brockmeier
Shift-invariant waveform learning on epileptic ECoG. EMBC (2021)
Carlos H. Mendoza-Cardenas, Austin J. Brockmeier
Searching for waveforms on spatially-filtered epileptic ECoG. NER (2021)
Carlos H. Mendoza-Cardenas, Austin J. Brockmeier
Searching for waveforms on spatially-filtered epileptic ECoG. CoRR (2021)
Hassan Baker, Austin J. Brockmeier
Local and Sparse Linear Causal Models for fMRI Resting-State Signals. NER (2021)
Carlos H. Mendoza-Cardenas, Austin J. Brockmeier
Shift-invariant waveform learning on epileptic ECoG. CoRR (2021)
Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
Circular object arrangement using spherical embeddings. Pattern Recognit. 103 (2020)
Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
Continuation methods for approximate large scale object sequencing. Mach. Learn. 108 (4) (2019)
Austin J. Brockmeier, Meizhi Ju, Piotr Przybyla, Sophia Ananiadou
Improving reference prioritisation with PICO recognition. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Piotr Przybyla, Austin J. Brockmeier, Sophia Ananiadou
Quantifying risk factors in medical reports with a context-aware linear model. J. Am. Medical Informatics Assoc. 26 (6) (2019)
Austin J. Brockmeier, Tingting Mu, Sophia Ananiadou, John Yannis Goulermas
Self-Tuned Descriptive Document Clustering Using a Predictive Network. IEEE Trans. Knowl. Data Eng. 30 (10) (2018)
Austin J. Brockmeier, Tingting Mu, Sophia Ananiadou, John Yannis Goulermas
Quantifying the Informativeness of Similarity Measurements. J. Mach. Learn. Res. 18 (2017)
Xenophon Evangelopoulos, Austin J. Brockmeier, Tingting Mu, John Yannis Goulermas
A Graduated Non-Convexity Relaxation for Large Scale Seriation. SDM (2017)
Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Yannis Goulermas, Jun'ichi Tsujii, Sophia Ananiadou
Distributed Document and Phrase Co-embeddings for Descriptive Clustering. EACL (1) (2017)
Georgios Kontonatsios, Austin J. Brockmeier, Piotr Przybyla, John McNaught, Tingting Mu, John Yannis Goulermas, Sophia Ananiadou
A semi-supervised approach using label propagation to support citation screening. J. Biomed. Informatics 72 (2017)
Austin J. Brockmeier, José C. Príncipe
Learning Recurrent Waveforms Within EEGs. IEEE Trans. Biomed. Eng. 63 (1) (2016)
Matthew Emigh, Evan G. Kriminger, Austin J. Brockmeier, José C. Príncipe, Panos M. Pardalos
Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning. IEEE Trans. Comput. Intell. AI Games 8 (1) (2016)
Austin J. Brockmeier, José C. Príncipe
Explicit versus implicit source estimation for blind multiple input single output system identification. ICASSP (2015)
Lin Li, Austin J. Brockmeier, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control. Comput. Intell. Neurosci. 2014 (2014)
Austin J. Brockmeier, John S. Choi, Evan G. Kriminger, Joseph T. Francis, José C. Príncipe
Neural Decoding with Kernel-Based Metric Learning. Neural Comput. 26 (6) (2014)
Austin J. Brockmeier, Eder Santana, Luis Gonzalo Sánchez Giraldo, José C. Príncipe
Projentropy: Using entropy to optimize spatial projections. ICASSP (2014)
Eder Santana, Austin J. Brockmeier, José C. Príncipe
Joint optimization of algorithmic suites for EEG analysis. EMBC (2014)
Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe
Information-theoretic metric learning: 2-D linear projections of neural data for visualization. EMBC (2013)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Gheorghe Luta, Austin J. Brockmeier
Tensor completion throughmultiple Kronecker product decomposition. ICASSP (2013)
Austin J. Brockmeier, José C. Príncipe, Anh Huy Phan, Andrzej Cichocki
A greedy algorithm for model selection of tensor decompositions. ICASSP (2013)
Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, José C. Príncipe
Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. EMBC (2012)
Bilal H. Fadlallah, Austin J. Brockmeier, Sohan Seth, Lin Li, Andreas Keil, José C. Príncipe
An Association Framework to Analyze Dependence Structure in Time Series. EMBC (2012)
Austin J. Brockmeier, Mehrnaz Kh. Hazrati, Walter J. Freeman, Lin Li, José C. Príncipe
Locating spatial patterns of waveforms during sensory perception in scalp EEG. EMBC (2012)
Sohan Seth, Austin J. Brockmeier, José Carlos Príncipe
A metric approach toward point process divergence. ICASSP (2011)
Austin J. Brockmeier, John S. Choi, Marcello M. DiStasio, Joseph T. Francis, José C. Príncipe
Optimizing microstimulation using a reinforcement learning framework. EMBC (2011)
Sohan Seth, Austin J. Brockmeier, John S. Choi, Mulugeta Semework, Joseph T. Francis, José C. Príncipe
Evaluating dependence in spike train metric spaces. IJCNN (2011)
Stefan Craciun, Austin J. Brockmeier, Alan D. George, Herman Lam, José C. Príncipe
An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture. EMBC (2011)
Austin J. Brockmeier, José C. Príncipe, Babak Mahmoudi, Justin C. Sanchez
Efficient temporal decomposition of local field potentials. MLSP (2011)
Sohan Seth, Il Memming Park, Austin J. Brockmeier, Mulugeta Semework, John S. Choi, Joseph T. Francis, José Carlos Príncipe
A novel family of non-parametric cumulative based divergences for point processes. NIPS (2010)