Martin Keller‐Ressel

1. Hyperbolic Deep Learning in Computer Vision: A Survey
   2023/05/11 by Pascal Mettes, Mettes, Pascal, Mina Ghadimi Atigh +7 · 21 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topological and Geometric Data Analysis #Domain Adaptation and Few-Shot Learning #Fractal and DNA sequence analysis
2. Moment Explosions and Long-Term Behavior of Affine Stochastic Volatility Models
   2008/02/13 by Martin Keller-Ressel, Martin Keller‐Ressel, Keller-Ressel, Martin · 2 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #60J25 #91B28 #FOS: Economics and business #FOS: Mathematics #Financial Risk and Volatility Modeling #Insurance, Mortality, Demography, Risk Management #Pricing of Securities (q-fin.PR) #Probability (math.PR) #Stochastic processes and financial applications #math.PR #msc:60J25 #msc:91B28 #q-fin.PR
3. Hydra: A method for strain-minimizing hyperbolic embedding of network-\n and distance-based data
   2019/03/21 by Martin Keller‐Ressel, Keller-Ressel, Martin, Stephanie Nargang +1 · 2 citations
   Computer Science · Engineering · #51M10 #68Wxx #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #G.2.2 #G.3 #Human Pose and Action Recognition #Machine Learning (cs.LG) #Metric Geometry (math.MG) #Neural Networks and Applications #Traffic Prediction and Management Techniques
4. Affine processes on symmetric cones
   2011/12/06 by Christa Cuchiero, Cuchiero, Christa, Martin Keller‐Ressel +6 · 1 citation
   Mathematics · #15B48 #60J25 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Point processes and geometric inequalities #Probability (math.PR) #Random Matrices and Applications #math.PR #msc:15B48 #msc:60J25
5. Semi-Static Variance-Optimal Hedging in Stochastic Volatility Models\n with Fourier Representation
   2017/09/16 by Paolo Di Tella, Martin Haubold, Di Tella, Paolo +3 · 1 citation
   Economics, Econometrics and Finance · Social Sciences · #FOS: Economics and business #FOS: Mathematics #Financial Risk and Volatility Modeling #Insurance, Mortality, Demography, Risk Management #Mathematical Finance (q-fin.MF) #Probability (math.PR) #Stochastic processes and financial applications
6. Emergence of heavy tails in homogenized stochastic gradient descent
   2024/02/02 by Zhe Jiao, Jiao, Zhe, Martin Keller‐Ressel +1 · 2 citations
   Computer Science · #60H30 #68Txx #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)