Search Results - "Karnick, Harish"
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1
Self-Prioritization Effect in Children and Adults
Published in Frontiers in psychology (16-06-2022)“…Self-related information is processed with priority, an effect known as the self-prioritization effect (SPE). Recent studies on SPE show enhanced cognitive…”
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Towards the self and away from the others: evidence for self-prioritization observed in an approach avoidance task
Published in Frontiers in psychology (05-05-2023)“…Processing advantages arising from self-association have been documented across various stimuli and paradigms. However, the implications of "self-association"…”
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3
Kernel-based online machine learning and support vector reduction
Published in Neurocomputing (Amsterdam) (01-03-2008)“…We apply kernel-based machine learning methods to online learning situations, and look at the related requirement of reducing the complexity of the learnt…”
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4
LISP
Published in Resonance (01-03-2014)“…This article discusses the programming language LISP. The language was created by John McCarthy for an artificial intelligence application. LISP was the first…”
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Genre and Style Based Painting Classification
Published in 2015 IEEE Winter Conference on Applications of Computer Vision (01-01-2015)“…As the size of digitized painting collections increase, it becomes more difficult to organize and retrieve paintings from these collections. To manage search…”
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Conference Proceeding -
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Client-wise cohort set selection by combining speaker- and phoneme-specific I-vectors for speaker verification
Published in Multimedia tools and applications (01-04-2018)“…This work explores the use of phoneme level information in cohort selection to improve the performance of a speaker verification system. In speaker…”
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On the stability and bias–variance analysis of sparse SVMs
Published in Neurocomputing (Amsterdam) (01-12-2008)“…Stability and bias–variance analysis are two powerful tools to better understand learning algorithms. We use these tools to analyze a class of support vector…”
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Large margin nearest neighborhood metric learning for i-vector based speaker verification
Published in 2014 48th Asilomar Conference on Signals, Systems and Computers (01-11-2014)“…A new large margin nearest neighborhood metric learning (LMNN) method for i-vector based speaker verification is proposed in this paper. In general, a…”
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Conference Proceeding -
9
Personalized Web Search Using Probabilistic Query Expansion
Published in 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops (01-11-2007)“…The Web consists of huge amount of data and search engines provide an efficient way to help navigate the Web and get the relevant information. General search…”
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10
Analysis of Agricultural Policy Recommendations using Multi-Agent Systems
Published 11-08-2020“…Despite agriculture being the primary source of livelihood for more than half of India's population, several socio-economic policies are implemented in the…”
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Improved Classification and Reconstruction by Introducing Independence and Randomization in Deep Neural Networks
Published in 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA) (01-11-2015)“…This paper deals with a novel way of improving classification as well as reconstructions obtained from deep neural networks. The underlying ideas that have…”
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12
Video Colorization using CNNs and Keyframes extraction: An application in saving bandwidth
Published 07-12-2018“…In this paper, we tackle the problem of colorization of grayscale videos to reduce bandwidth usage. For this task, we use some colored keyframes as reference…”
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13
Deep Attentive Ranking Networks for Learning to Order Sentences
Published 31-12-2019“…We present an attention-based ranking framework for learning to order sentences given a paragraph. Our framework is built on a bidirectional sentence encoder…”
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14
Text Summarization using Abstract Meaning Representation
Published 06-06-2017“…With an ever increasing size of text present on the Internet, automatic summary generation remains an important problem for natural language understanding. In…”
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On Translation Invariant Kernels and Screw Functions
Published 18-02-2013“…We explore the connection between Hilbertian metrics and positive definite kernels on the real line. In particular, we look at a well-known characterization of…”
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16
Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss
Published 17-02-2018“…Hierarchical classification is supervised multi-class classification problem over the set of class labels organized according to a hierarchy. In this report,…”
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Agent based simulation of the evolution of society as an alternate maximzation problem
Published in 2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC) (01-10-2017)“…Understanding the evolution of human society, as a complex adaptive system, is a task that has been looked upon from various angles. In this paper, we simulate…”
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Conference Proceeding -
18
Random Feature Maps for Dot Product Kernels
Published 31-01-2012“…Journal of Machine Learning Research, W&CP 22 (2012) 583-591 Approximating non-linear kernels using feature maps has gained a lot of interest in recent years…”
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19
Scale independent raga identification using chromagram patterns and swara based features
Published in 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) (01-07-2013)“…In Indian classical music a raga describes the constituent structure of notes in a musical piece. In this work, we investigate the problem of scale independent…”
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20
User Bias Removal in Review Score Prediction
Published 20-12-2016“…Review score prediction of text reviews has recently gained a lot of attention in recommendation systems. A major problem in models for review score prediction…”
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