Intra-Topic Variability Normalization based on Linear Projection for Topic Classification

2016-06-01 · NAACL 2016 6 · Quan Liu, Wu Guo, Zhen-Hua Ling, Hui Jiang, Yu Hu

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General Classification Semantic Textual SimilarityTopic Classification

Data Normalization for Bilinear Structures in High-Frequency Financial Time-series

2021-01-10 · Abstract—Financial time-series analysis and forecasting have been extensively studied over the past decades, yet still remain as a very challenging research topic. Since the financial market is inherently noisy and stochastic, a majority of financial timeseries of interests are non-stationary

Abstract—Financial time-series analysis and forecasting have been extensively studied over the past decades, yet still remain as a very challenging research topic. Since the financial market is inherently noisy and st…

Time Series Time Series Analysis Vocal Bursts Intensity Prediction

Deep Network Classification by Scattering and Homotopy Dictionary Learning

2019-10-08 · ICLR 2020 1 · John Zarka, Louis Thiry, Tomás Angles, Stéphane Mallat

We introduce a sparse scattering deep convolutional neural network, which provides a simple model to analyze properties of deep representation learning for classification. Learning a single dictionary matrix with a class…

Classification Dictionary Learning General Classification Representation Learning

Object Classification with Joint Projection and Low-rank Dictionary Learning

2016-12-05 · Homa Foroughi, Nilanjan Ray, Hong Zhang

For an object classification system, the most critical obstacles towards real-world applications are often caused by large intra-class variability, arising from different lightings, occlusion and corruption, in limited s…

Classification Dictionary Learning General Classification

HEFT: Homomorphically Encrypted Fusion of Biometric Templates

2022-08-15 · Luke Sperling, Nalini Ratha, Arun Ross, Vishnu Naresh Boddeti

This paper proposes a non-interactive end-to-end solution for secure fusion and matching of biometric templates using fully homomorphic encryption (FHE). Given a pair of encrypted feature vectors, we perform the followin…

Dimensionality Reduction

RISE-iEEG: Robust to Inter-Subject Electrodes Implantation Variability iEEG Classifier

2024-08-12 · Maryam Ostadsharif Memar, Navid Ziaei, Behzad Nazari, Ali Yousefi

Intracranial electroencephalography (iEEG) is increasingly used for clinical and brain-computer interface applications due to its high spatial and temporal resolution. However, inter-subject variability in electrode impl…

Brain Computer Interface Decoder