Sofia Olhede
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British mathematical statistician
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Mathematics
Why Is Sofia Olhede Influential?
(Suggest an Edit or Addition)According to Wikipedia, Sofia Charlotta Olhede is a British-Swedish mathematical statistician known for her research on wavelets, graphons, and high-dimensional statistics and for her columns on algorithmic bias. She is a professor of statistical science at the EPFL .
Sofia Olhede's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Generalized Morse Wavelets as a Superfamily of Analytic Wavelets (2012) (245)
- A Shift in Sensory Processing that Enables the Developing Human Brain to Discriminate Touch from Pain (2011) (218)
- Higher-Order Properties of Analytic Wavelets (2008) (217)
- Generalized Morse wavelets (2002) (214)
- Nonparametric graphon estimation (2013) (196)
- On the Analytic Wavelet Transform (2007) (169)
- Network histograms and universality of blockmodel approximation (2013) (140)
- Bivariate Instantaneous Frequency and Bandwidth (2009) (71)
- Analysis of Modulated Multivariate Oscillations (2011) (69)
- The Monogenic Wavelet Transform (2006) (60)
- Fractional Brownian motion, the Matern process, and stochastic modeling of turbulent dispersion (2016) (46)
- The growing ubiquity of algorithms in society: implications, impacts and innovations (2018) (45)
- Multidecadal Atlantic climate variability and its impact on marine pelagic communities (2014) (44)
- Lagrangian time series models for ocean surface drifter trajectories (2013) (43)
- 'Analytic' wavelet thresholding (2004) (33)
- Encoding of mechanical nociception differs in the adult and infant brain (2016) (31)
- Degree-based network models (2012) (30)
- A DNA Methylation Network Interaction Measure, and Detection of Network Oncomarkers (2014) (30)
- Modeling Network Populations via Graph Distances (2019) (29)
- Coherence of Western Boundary Pressure at the RAPID WAVE Array: Boundary Wave Adjustments or Deep Western Boundary Current Advection? (2013) (27)
- The debiased Whittle likelihood (2019) (27)
- Noise reduction in directional signals using multiple Morse wavelets illustrated on quadrature Doppler ultrasound (2003) (27)
- When do we have the power to detect biological interactions in spatial point patterns? (2018) (25)
- Multiple Multidimensional Morse Wavelets (2005) (24)
- Polarization phase relationships via multiple Morse wavelets. I. Fundamentals (2003) (23)
- Detecting multivariate interactions in spatial point patterns with Gibbs models and variable selection (2017) (23)
- The Development of Nociceptive Network Activity in the Somatosensory Cortex of Freely Moving Rat Pups (2016) (23)
- The memory of spatial patterns: changes in local abundance and aggregation in a tropical forest. (2012) (23)
- Wavelet ridge estimation of jointly modulated multivariate oscillations (2009) (22)
- A Widely Linear Complex Autoregressive Process of Order One (2015) (21)
- Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer (2013) (21)
- Fairness and transparency in the age of the algorithm (2017) (20)
- Detecting Directionality in Random Fields Using the Monogenic Signal (2013) (20)
- On probability density functions for complex variables (2006) (20)
- Dicussion on the meeting on ‘Statistical approaches to inverse problems’ (2004) (18)
- Polarization phase relationships via multiple Morse wavelets. II. Data analysis (2003) (18)
- Maximum-likelihood estimation of lithospheric flexural rigidity, initial-loading fraction and load correlation, under isotropy (2012) (18)
- Frequency-Domain Stochastic Modeling of Stationary Bivariate or Complex-Valued Signals (2013) (17)
- Cortical activity evoked by an acute painful tissue-damaging stimulus in healthy adult volunteers (2013) (17)
- Frequency Domain Estimation of Integrated Volatility for Itô Processes in the Presence of Market-Microstructure Noise (2009) (16)
- Statistical inference for network samples using subgraph counts (2017) (16)
- Modeling and Estimation of Covariance of Replicated Modulated Cyclical Time Series (2013) (15)
- Testing for Equivalence of Network Distribution Using Subgraph Counts (2020) (14)
- A method to detect subcommunities from multivariate spatial associations (2014) (14)
- Hyperanalytic Denoising (2006) (14)
- Observed Basin-Scale Response of the North Atlantic Meridional Overturning Circulation to Wind Stress Forcing (2017) (13)
- Estimation of Ambiguity Functions With Limited Spread (2008) (12)
- When algorithms go wrong, who is liable? (2017) (10)
- Large-sample properties of the periodogram estimator of seasonally persistent processes (2004) (10)
- Local directional denoising (2005) (9)
- What is a degree distribution? (2012) (8)
- The De-Biased Whittle Likelihood for Second-Order Stationary Stochastic Processes (2016) (8)
- Analysis of Non‐Stationary Modulated Time Series with Applications to Oceanographic Surface Flow Measurements (2016) (8)
- Multidecadal spatial reorganisation of plankton communities in the North East Atlantic (2015) (8)
- HEDGING STRATEGIES AND MINIMAL VARIANCE PORTFOLIOS FOR EUROPEAN AND EXOTIC OPTIONS IN A LÉVY MARKET (2008) (8)
- Topology reveals universal features for network comparison (2017) (8)
- Multiscale Inference for High-Frequency Data (2008) (7)
- The future of statistics and data science (2018) (6)
- On the Design of Optimal Analytic Wavelets (2008) (6)
- Stochastic Modeling and Estimation of Stationary Complex-Valued Signals (2013) (5)
- Localisation of Geometric Anisotropy (2007) (5)
- Wavelet denoising for signals in quadrature (2005) (5)
- The De-Biased Whittle Likelihood (2016) (5)
- On the robustness of estimates of mechanical anisotropy in the continental lithosphere: A North American case study and global reanalysis (2015) (4)
- The AI spring of 2018 (2018) (4)
- Modulated oscillations in many dimensions (2013) (4)
- The Debiased Spatial Whittle likelihood (2019) (4)
- Atomic subgraphs and the statistical mechanics of networks (2020) (4)
- Competitive Linear Estimation Under Model Uncertainties (2010) (4)
- The Whittle Likelihood for Complex-Valued Time Series (2013) (4)
- The random monogenic signal (2012) (3)
- Can smooth graphons in several dimensions be represented by smooth graphons on [0,1]? (2021) (3)
- On Parametric Modelling and Inference for Complex-Valued Time Series (2013) (3)
- The explicit chaotic representation of the powers of increments of Lévy processes (2007) (3)
- Thresholding the ambiguity function (2008) (3)
- A statistical framework to characterise microstructure in high angular resolution diffusion imaging (2008) (3)
- Covariance of Replicated Modulated Cyclical Time Series (2012) (3)
- Fast counting of medium-sized rooted subgraphs (2016) (2)
- A Power Variance Test for Nonstationarity in Complex-Valued Signals (2015) (2)
- High Frequency Variability and Microstructure Bias (2008) (2)
- The computer ate my personality (2017) (2)
- Spectral estimation for spatial point patterns (2020) (1)
- Nonparametric tests of structure for high angular resolution diffusion imaging in Q-space (2010) (1)
- Ambiguity Sparse Processes (2011) (1)
- An Improper Complex Autoregressive Process of Order One (2015) (1)
- Multiple wavelet coherence analysis (2006) (1)
- Efficient Parameter Estimation of Sampled Random Fields (2019) (1)
- Artificial intelligence and the future of work: Will our jobs be taken by machines? (2019) (1)
- Blame the algorithm? (2020) (1)
- Order statistics of observed network degrees (2012) (1)
- What is the Fourier Transform of a Spatial Point Process? (2020) (1)
- Developmental switch in prediction and adaptation to pain in human neonates (2022) (1)
- Analysis of Inertial Oscillations in the Global Surface Drifter Dataset (2016) (0)
- Networks, Random Graphs and Statistics (2016) (0)
- Whittle likelihood for nonstationary bivariate processes (2014) (0)
- Non-Regular Likelihood Inference for Seasonally Persistent Processes (2007) (0)
- Noise reduction in quadrature doppler ultrasound using multiple Morse wavelets (2003) (0)
- Multiple Multidimensional Morse Wavelets Statistics Section Technical Report TR-05-02 October 18 , 2007 (0)
- The Widely Linear Complex Ornstein-Uhlenbeck Process with Application to Polar Motion (2020) (0)
- Beyond Roughness: Maximum-Likelihood Estimation of Topographic "Structure" on Venus and Elsewhere in the Solar System (2015) (0)
- Modelling improper complex-valued signals using a stochastic differential equation approach (2020) (0)
- Multivariate Geometric Anisotropic Cox Processes (2018) (0)
- Maximum-Likelihood Analysis of Planetary Roughness (2017) (0)
- Why data is not a commodity (2017) (0)
- Basin-wide response of the North Atlantic Meridional Overturning Circulation to wind stress forcing (2012) (0)
- How to measure the strength of the lithosphere without using the admittance or coherence between gravity and topography (2010) (0)
- A developmental shift in habituation to pain in human neonates (2023) (0)
- Noxious stimulation evokes delta brushes in human preterm infants (2009) (0)
- Characterizing the statistical structure of bathymetry and topography as a Matérn process (2014) (0)
- Monkey Hairy Skin: Heat-Response Properties Myelinated Mechanically Insensitive Afferents From (2015) (0)
- Detecting anomalies in heterogeneous population-scale VAT networks (2021) (0)
- Spontaneous activation of cortical somatosensory networks depresses their excitability in preterm human neonates (2022) (0)
- Learning the Ambiguity Surface (2011) (0)
- Measuring Directionality in Random Fields Using the Monogenic Signal (2013) (0)
- Analysis of nonstationary modulated time series with applications to oceanographic flow measurements (2016) (0)
- Novel Statistical Network Methodology to Identify and Analyze Cancer Biomarkers (2014) (0)
- Maximum-likelihood Estimation of Planetary Lithospheric Rigidity from Gravity and Topography (2014) (0)
- Flexible and Efficient Simulation of Spatio-Temporal Processes with Advection (2023) (0)
- The elliptical Ornstein–Uhlenbeck process (2020) (0)
- Hyperanalytic Thresholding (2006) (0)
- Stochastic modeling of Lagrangian ocean surface drifter trajectories (2016) (0)
- How Robust are Our Estimates for Mechanical Anisotropy in the Continental Lithosphere (2014) (0)
- Edge coherence in multiplex networks (2022) (0)
- Flexural anisotropy in the continental lithosphere: How robust are our estimates? (2015) (0)
- On the Entropy of an Exchangeable Graph (2023) (0)
- Networks with Correlated Edge Processes (2022) (0)
- Tractably Modelling Dependence in Networks Beyond Exchangeability (2020) (0)
- Data Science and Signal Processing for Drifter Data (2020) (0)
- Statistical Applications of Wavelets (2012) (0)
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Sofia Olhede is affiliated with the following schools:
