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Beyond Bollywood is the first comprehensive look at the emergence, development, and significance of contemporary South Asian diasporic cinema. From a feminist and queer perspective, Jigna Desai explores the hybrid cinema of the "Brown Atlantic" through a close look at films in English from and about South Asian diasporas in the United States, Canada, and Britain, including such popular films as My Beautiful Laundrette, Fire, MonsoonWedding, and Bend it Like Beckham.
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical sy...
A masterpiece of British Indian literature in a vibrant modern English translation
This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated lear...
V.I:Aach-Apocalyptic lit.--V.2: Apocrypha-Benash--V.3:Bencemero-Chazanuth--V.4:Chazars-Dreyfus--V.5: Dreyfus-Brisac-Goat--V.6: God-Istria--V.7:Italy-Leon--V.8:Leon-Moravia--V.9:Morawczyk-Philippson--V.10:Philippson-Samoscz--V.11:Samson-Talmid--V.12: Talmud-Zweifel.
This book provides a sustained engagement with contemporary Indian feature films from outside the mainstream, including Aaranaya Kaandam, I.D., Kaul, Chauthi Koot, Cosmic Sex, and Gaali Beeja, to undercut the dominance of Bollywood focused film studies. Gopalan assembles films from Bangalore, Chennai, Delhi, Kolkata, and Trivandrum, in addition to independent productions in Bombay cinema, as a way of privileging understudied works that deserve critical attention. The book uses close readings of films and a deep investigation of film style to draw attention to the advent of digital technologies while remaining fully cognizant of ‘the digital’ as a cryptic formulation for considering the sea change in the global circulation of film and finance. This dual focus on both the techno-material conditions of Indian cinema and the film narrative offers a fulsome picture of changing narratives and shifting genres and styles.
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Anupama's fairytale marriage to Anand falls apart when she discovers a white patch on her foot and learns that she has leukoderma.
This collection of essays explores the history of the book in pre-modern South Asia looking at the production, circulation, fruition and preservation of manuscripts in different areas and across time. Edited by the team of the Cambridge-based Sanskrit Manuscripts Project and including contributions of the researchers who collaborated with it, it covers a wide range of topics related to South Asian manuscript culture: from the material dimension (palaeography, layout, decoration) and the complicated interactions of manuscripts with printing in late medieval Tibet and in modern Tamil Nadu, to reading, writing, editing and educational practices, from manuscripts as sources for the study of reli...