<commit_before>---
layout: default
title: Publications
---
<div class="post">
	<h1 class="pageTitle">Publications</h1>
</div>

#### Pre-prints
* *<NAME>.* and <NAME>. ["Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity"](https://arxiv.org/abs/1703.01196).

#### Peer-Reviewed Conferences
* [To Appear] *<NAME>.* and <NAME>.
["Information-theoretic Limits of Bayesian Networks Structure Learning."](https://arxiv.org/abs/1601.07460) Artificial Intelligence and Statistics (AISTATS), Florida, 2017.

* [To Appear] *<NAME>.* and <NAME>.
"Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions". Artificial Intelligence and Statistics (AISTATS), Florida, 2017.

* *<NAME>.* and <NAME>. ["From Behavior to Sparse Graphical Games: Efficient Recovery of Equilibria."](https://arxiv.org/abs/1607.02959) Allerton Conference on Communication, Control, and Computing (Allerton), IEEE. Allerton IL, 2016.

* <NAME>, <NAME>., *<NAME>.*, <NAME>., <NAME>., and <NAME>. "Fast training on large genomics data using distributed Support Vector Machines." International Conference on Communication Systems and Networks (COMSNETS), IEEE, 2016.

* **[Best Paper Award]** *<NAME>.*, <NAME>., <NAME>. and <NAME>. "An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets." ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB), Atlanta GA, 2015.

* *<NAME>.*, and <NAME>. "Covering space with simple robots: from chains to random trees." IEEE International Conference on Robotics and Automation (ICRA), IEEE, Karlsruhe Germany, 2013.

* *<NAME>.*, and <NAME>. "Being there, being the RRT: Space-filling and searching in place with minimalist robots." 2011 AAAI Spring Symposium Series. Palo Alto CA, 2011.

#### Journals
* *<NAME>.* and <NAME>., <NAME>., <NAME>. and <NAME>. "MicroRNA Target Prediction Using Thermodynamic and Sequence Curves." BMC Genomics, 2016.

* [To Appear] *<NAME>.*, <NAME>., <NAME>., <NAME>., <NAME>., and <NAME>. "A Distributed Classifier for MicroRNA Target Prediction with Validation through TCGA Expression Data." IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 2016.



<commit_msg>Added games paper to pre-prints<commit_after>---
layout: default
title: Publications
---
<div class="post">
	<h1 class="pageTitle">Publications</h1>
</div>

#### Pre-prints
* *<NAME>.* and <NAME>. ["Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity"](https://arxiv.org/abs/1703.01196).
* *<NAME>.* and <NAME>. ["Learning Sparse Potential Games in Polynomial Time and Sample Complexity"](https://arxiv.org/abs/1706.05648).

#### Peer-Reviewed Conferences
* [To Appear] *<NAME>.* and <NAME>.
["Information-theoretic Limits of Bayesian Networks Structure Learning."](https://arxiv.org/abs/1601.07460) Artificial Intelligence and Statistics (AISTATS), Florida, 2017.

* [To Appear] *<NAME>.* and <NAME>.
"Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions". Artificial Intelligence and Statistics (AISTATS), Florida, 2017.

* *<NAME>.* and <NAME>. ["From Behavior to Sparse Graphical Games: Efficient Recovery of Equilibria."](https://arxiv.org/abs/1607.02959) Allerton Conference on Communication, Control, and Computing (Allerton), IEEE. Allerton IL, 2016.

* <NAME>, <NAME>., *<NAME>.*, <NAME>., <NAME>., and <NAME>. "Fast training on large genomics data using distributed Support Vector Machines." International Conference on Communication Systems and Networks (COMSNETS), IEEE, 2016.

* **[Best Paper Award]** *<NAME>.*, <NAME>., <NAME>. and <NAME>. "An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets." ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB), Atlanta GA, 2015.

* *<NAME>.*, and <NAME>. "Covering space with simple robots: from chains to random trees." IEEE International Conference on Robotics and Automation (ICRA), IEEE, Karlsruhe Germany, 2013.

* *<NAME>.*, and <NAME>. "Being there, being the RRT: Space-filling and searching in place with minimalist robots." 2011 AAAI Spring Symposium Series. Palo Alto CA, 2011.

#### Journals
* *<NAME>.* and <NAME>., <NAME>., <NAME>. and <NAME>. "MicroRNA Target Prediction Using Thermodynamic and Sequence Curves." BMC Genomics, 2016.

* [To Appear] *<NAME>.*, <NAME>., <NAME>., <NAME>., <NAME>., and <NAME>. "A Distributed Classifier for MicroRNA Target Prediction with Validation through TCGA Expression Data." IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 2016.




{'fraction_non_alphanumeric': 0.1400862068965517, 'fraction_numerical': 0.03168103448275862, 'mean_word_length': 5.066666666666666, 'pattern_counts': {'":': 0, '<': 79, '<?xml version=': 0, '>': 79, 'https://': 7, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5126024', 'n_tokens_mistral': 1555, 'n_tokens_neox': 1299, 'n_words': 525}