Vlad Niculae

Sparse and structured neural attention mechanisms

Some original prototyping code from LP-SparseMAP, for reference

Research code for mining comparison expressions from natural language texts.

Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)

AMBRA: Temporal text prediction by pairwise comparisons

pelican-bibtex: Manage your academic publications page with Pelican and BibTeX

Bilinear models for machine learning.

My github-powered personal website.

SparseMAP: differentiable sparse structure inference

No description provided.

My projects and works in progress in NLP and computational linguistics.

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Old Romanian IR example

Ordered Weighted L1 regularization for classification and regression in Python

Scikit-Learn tutorial for the UIUC ADSA Data Science summit, based on material for Scipy 2015

My configuration files

Python interface for inference with LibDAI

Sequence learning toolkit for Python

My fork of polylearn, a library for factorization machines and polynomial networks for classification and regression in Python.

A Python library for mathematical optimization

Code for the supervised parser in the SparseMAP paper

Python utilities for working on top of GLARF's output.

Sample implementation of a politeness model, trained on the Stanford Politeness Corpus

Large-scale linear classification, regression and ranking in Python

Machine learning tools for solving morphology tasks in the Romanian language

No description provided.

simple flask app to run vader

Custom dynet node example

Alternating Directions Dual Decomposition