Abdul Fatir Ansari

Abdul Fatir Ansari

4 Posts

I love Machine Learning!

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series

We develop a family of stable continuous-time neural state space-models.

Deep Explicit Duration Switching Models for Time Series

We propose a deep switching state space model that can capture both state-dependent and time-dependent switching patterns in time series data.

Discriminator Gradient Flow

Using Gradient Flows to Refine Samples from Deep Generative Models

A characteristic function approach to deep implicit generative modeling

We present a new method for training GANs via characteristic functions