Niranjan, Mahesan

16 publications

CVPRW 2025 How Does the Machine Perceive Depth for Indoor Single Images with CNN? Yihong Wu, Yuwen Heng, Mahesan Niranjan, Hansung Kim

MLHC 2022 Deep Cascade Learning for Optimal Medical Image Feature Representation Junwen Wang, Xin Du, Katayoun Farrahi, Mahesan Niranjan

JMLR 2020 A Numerical Measure of the Instability of Mapper-Type Algorithms Francisco Belchi, Jacek Brodzki, Matthew Burfitt, Mahesan Niranjan

CVPR 2013 Enriching Texture Analysis with Semantic Data Tim Matthews, Mark S. Nixon, Mahesan Niranjan

JMLR 2011 Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation Yizhao Ni, Craig Saunders, Sandor Szedmak, Mahesan Niranjan

NeCo 2003 Sequential Bayesian Decoding with a Population of Neurons Si Wu, Danmei Chen, Mahesan Niranjan, Shun-ichi Amari

NeCo 2000 Hierarchical Bayesian Models for Regularization in Sequential Learning João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

NeCo 2000 Sequential Monte Carlo Methods to Train Neural Network Models João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee, Arnaud Doucet

NeurIPS 1999 Speech Modelling Using Subspace and EM Techniques Gavin Smith, João F. G. de Freitas, Tony Robinson, Mahesan Niranjan

NeurIPS 1998 Global Optimisation of Neural Network Models via Sequential Sampling João F. G. de Freitas, Mahesan Niranjan, Arnaud Doucet, Andrew H. Gee

NeCo 1997 Average-Case Learning Curves for Radial Basis Function Networks Sean B. Holden, Mahesan Niranjan

NeurIPS 1997 Regularisation in Sequential Learning Algorithms João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

NeCo 1996 Pruning with Replacement on Limited Resource Allocating Networks by F-Projections Christophe Molina, Mahesan Niranjan

NeurIPS 1996 Sequential Tracking in Pricing Financial Options Using Model Based and Neural Network Approaches Mahesan Niranjan

NeCo 1995 On the Practical Applicability of VC Dimension Bounds Sean B. Holden, Mahesan Niranjan

NeCo 1993 A Function Estimation Approach to Sequential Learning with Neural Networks Visakan Kadirkamanathan, Mahesan Niranjan