Aditya grover dblp

Aditya grover dblp

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser.

For more information see our F. Add open access links from to the list of external document links if available. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.

For web page which are no longer available, try to retrieve content from the of the Internet Archive if available. Privacy notice: By enabling the option above, your browser will contact the API of web. So please proceed with care and consider checking the Internet Archive privacy policy. Add a list of references from and to record detail pages.

aditya grover dblp

Privacy notice: By enabling the option above, your browser will contact the APIs of crossref. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy. Add a list of citing articles from to record detail pages. Privacy notice: By enabling the option above, your browser will contact the API of opencitations.

So please proceed with care and consider checking the OpenCitations privacy policy. Show tweets from on the dblp homepage. Privacy notice: By enabling the option above, your browser will contact twitter.

At the same time, Twitter will persitently store several cookies with your web browser. While we did signal Twitter to not track our users by setting the "dnt" flagwe do not have any control over how Twitter uses your data. So please proceed with care and consider checking the Twitter privacy policy.

In view of the current Corona Virus epidemic, Schloss Dagstuhl has moved its proposal submission period to July 1 to July 15,and there will not be another proposal round in November For more information, see our Call for Proposals.

Authors: no matches. Venues: no matches. Publications: no matches. Trier 2 Dagstuhl.

aditya grover dblp

Suyash P. Nilesh Kulkarni. Unpaywalled article links Add open access links from to the list of external document links if available.

aditya grover dblp

Archived links via Wayback Machine For web page which are no longer available, try to retrieve content from the of the Internet Archive if available. Reference lists Add a list of references from and to record detail pages.

Citation data Add a list of citing articles from to record detail pages. Tweets on dblp homepage Show tweets from on the dblp homepage.To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F. Add open access links from to the list of external document links if available. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.

Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data.

So please proceed with care and consider checking the Unpaywall privacy policy. For web page which are no longer available, try to retrieve content from the of the Internet Archive if available. Privacy notice: By enabling the option above, your browser will contact the API of web. So please proceed with care and consider checking the Internet Archive privacy policy. Add a list of references from and to record detail pages.

Privacy notice: By enabling the option above, your browser will contact the APIs of crossref. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy.

Add a list of citing articles from to record detail pages. Privacy notice: By enabling the option above, your browser will contact the API of opencitations. So please proceed with care and consider checking the OpenCitations privacy policy.

Show tweets from on the dblp homepage. Privacy notice: By enabling the option above, your browser will contact twitter. At the same time, Twitter will persitently store several cookies with your web browser.Network representation learning NRL has been widely used to help analyze large-scale networks through mapping original networks into a low-dimensional vector space.

However, existing NRL methods ignore the impact of properties of relations on the object relevance in heterogeneous information networks HINs. To tackle this issue, this paper proposes a new NRL framework, called Event2vec, for HINs to consider both quantities and properties of relations during the representation learning process.

Specifically, an event i. We theoretically prove how event-driven proximities can be preserved in the embedding space by Event2vec, which utilizes event embeddings to facilitate learning the object embeddings.

Experimental studies demonstrate the advantages of Event2vec over state-of-the-art algorithms on four real-world datasets and three network analysis tasks including network reconstruction, link prediction, and node classification.

Guoji Fu. Bo Yuan. Qiqi Duan. Xin Yao. The topological information is essential for studying the relationship b Heterogeneous information network HIN embedding aims to embed multiple What is a good vector representation of an object?

We believe that it sh Since real-world objects and their interactions are often multi-modal an How can we effectively encode evolving information over dynamic graphs i Constructing latent vector representation for nodes in a network through Social network analysis is an important problem in data mining. A fundam Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday. Many real-world HINs are large-scale, e.

To tackle this problem, a mainstream idea is network representation learning NRLwhich maps original networks into a low-dimensional vector space while preserving as much of the original network information as possible.

Due to the heterogeneities of both objects and relations, the primary challenge of NRL for HINs is that the representation learning process should effectively capture original network structural and semantic information. In real-world networks, there may exist some relations among multiple objects.

Taking Figure 1 as an example, the relation among authors, a paper, and a venue is an indecomposable unit. These hyperedge-based methods measure the relation among multiple objects as a whole. However, they consider only the quantities of events and ignore their properties during the representation learning process.

Intuitively, objects involved in same events should be relevant. Meanwhile, objects involved in similar events should be relevant as well. As examples of two bibliographic networks illustrated in Figure 2.Network embeddings have become very popular in learning effective feature representations of networks. Motivated by the recent successes of embeddings in natural language processingresearchers have tried to find network embeddings in order to exploit machine learning algorithms for mining tasks like node classification and edge prediction.

However, most of the work focuses on finding distributed representations of nodes, which are inherently ill-suited to tasks such as community detection which are intuitively dependent on subgraphs. Here, we propose sub2vec, an unsupervised scalable algorithm to learn feature representations of arbitrary subgraphs. We provide means to characterize similarties between subgraphs and provide theoretical analysis of sub2vec and demonstrate that it preserves the so-called local proximity.

We also highlight the usability of sub2vec by leveraging it for network mining tasks, like community detection. We show that sub2vec gets significant gains over state-of-the-art methods and node-embedding methods. In particular, sub2vec offers an approach to generate a richer vocabulary of features of subgraphs to support representation and reasoning. Bijaya Adhikari. Yao Zhang. Naren Ramakrishnan. Aditya Prakash. Recent successes in word embedding and document embedding have motivated Network embedding algorithms are able to learn latent feature representa Network representation learning has traditionally been used to find lowe The success of graph embeddings or node representation learning in a var Al-Sayouriet al.

Learning network representations has a variety of applications, such as Networks are one of the most powerful structures for modeling problems i Recent empirical works have successfully used unlabeled data to learn fe Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.

Graphs are a natural abstraction for representing relational data from multiple domains such as social networks, protein-protein interactions networks, the World Wide Web, and so on. Many of these tasks can be solved using machine learning algorithms.To protect your privacy, all features that rely on external API calls from your browser are turned off by default.

You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.

Distributed Representation of Subgraphs

Add open access links from to the list of external document links if available. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.

Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data.

So please proceed with care and consider checking the Unpaywall privacy policy. For web page which are no longer available, try to retrieve content from the of the Internet Archive if available.

Privacy notice: By enabling the option above, your browser will contact the API of web. So please proceed with care and consider checking the Internet Archive privacy policy. Add a list of references from and to record detail pages. Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.

So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy. Add a list of citing articles from to record detail pages. Privacy notice: By enabling the option above, your browser will contact the API of opencitations. So please proceed with care and consider checking the OpenCitations privacy policy.

Show tweets from on the dblp homepage. Privacy notice: By enabling the option above, your browser will contact twitter. At the same time, Twitter will persitently store several cookies with your web browser.

While we did signal Twitter to not track our users by setting the "dnt" flagwe do not have any control over how Twitter uses your data. So please proceed with care and consider checking the Twitter privacy policy. In view of the current Corona Virus epidemic, Schloss Dagstuhl has moved its proposal submission period to July 1 to July 15,and there will not be another proposal round in November For more information, see our Call for Proposals.

Authors: no matches. Venues: no matches. Publications: no matches. Trier 1 Trier 2. Unpaywalled article links Add open access links from to the list of external document links if available. Archived links via Wayback Machine For web page which are no longer available, try to retrieve content from the of the Internet Archive if available.

Reference lists Add a list of references from and to record detail pages. Citation data Add a list of citing articles from to record detail pages. Tweets on dblp homepage Show tweets from on the dblp homepage.To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.

Add open access links from to the list of external document links if available. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.

For web page which are no longer available, try to retrieve content from the of the Internet Archive if available.

Privacy notice: By enabling the option above, your browser will contact the API of web. So please proceed with care and consider checking the Internet Archive privacy policy.

Add a list of references from and to record detail pages. Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.

So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy. Add a list of citing articles from to record detail pages.

Aditya Grover

Privacy notice: By enabling the option above, your browser will contact the API of opencitations. So please proceed with care and consider checking the OpenCitations privacy policy. Show tweets from on the dblp homepage. Privacy notice: By enabling the option above, your browser will contact twitter. At the same time, Twitter will persitently store several cookies with your web browser.

While we did signal Twitter to not track our users by setting the "dnt" flagwe do not have any control over how Twitter uses your data.

So please proceed with care and consider checking the Twitter privacy policy. In view of the current Corona Virus epidemic, Schloss Dagstuhl has moved its proposal submission period to July 1 to July 15,and there will not be another proposal round in November For more information, see our Call for Proposals.

Authors: no matches. Venues: no matches. Publications: no matches. Trier 1 Trier 2. Ruslan Salakhutdinov. Unpaywalled article links Add open access links from to the list of external document links if available.

aditya grover dblp

Archived links via Wayback Machine For web page which are no longer available, try to retrieve content from the of the Internet Archive if available. Reference lists Add a list of references from and to record detail pages.To protect your privacy, all features that rely on external API calls from your browser are turned off by default.

You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser.

For more information see our F. Add open access links from to the list of external document links if available. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.

Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy. For web page which are no longer available, try to retrieve content from the of the Internet Archive if available. Privacy notice: By enabling the option above, your browser will contact the API of web.

So please proceed with care and consider checking the Internet Archive privacy policy. Add a list of references from and to record detail pages.

Privacy notice: By enabling the option above, your browser will contact the APIs of crossref. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy.

Add a list of citing articles from to record detail pages. Privacy notice: By enabling the option above, your browser will contact the API of opencitations. So please proceed with care and consider checking the OpenCitations privacy policy.

Show tweets from on the dblp homepage. Privacy notice: By enabling the option above, your browser will contact twitter.

At the same time, Twitter will persitently store several cookies with your web browser. While we did signal Twitter to not track our users by setting the "dnt" flagwe do not have any control over how Twitter uses your data. So please proceed with care and consider checking the Twitter privacy policy.

In view of the current Corona Virus epidemic, Schloss Dagstuhl has moved its proposal submission period to July 1 to July 15,and there will not be another proposal round in November For more information, see our Call for Proposals.

Authors: no matches. Venues: no matches. Publications: no matches.

Aditya Grover: Bias in Generative Modeling

Trier 1 Trier 2. Jason M. Altschuler aka: Jason Altschuler. Rong Ge Venkatesan Guruswami. Ravishankar Krishnaswamy. Ravi Kumar Afshin Rostamizadeh.


thoughts on “Aditya grover dblp”

Leave a Reply

Your email address will not be published. Required fields are marked *