Ravi Ganti

FAQ About Ravi Ganti

• What is Ravi Ganti's address?

  Ravi Ganti is located at
  Santa Clara, California, United States

• What is Ravi Ganti's job title?

  Ravi Ganti is a
  Currently at Google research. Previously: I was at X (f.k.a. Google X), working on building deep learning algorithms for robotics problems at the Every day robots project. At X, I also spent a few months working on deep learning approaches to analyze neurological time-series data. I was previously a Staff Data Scientist working in the SmartPricing team at Walmart Labs where, I worked on formulating pricing problems as machine learning problems and then designing, deploying, monitoring (basically the entire life cycle) of machine learning algorithms for dynamic pricing on walmart.com. Long back in the past, I was a Postdoctoral Research Associate in the Optimization group at the Wisconsin Institutes for Discovery, UW-Madison. My mentors there were Rebecca Willett and Rob Nowak. I worked on designing algorithms to learn a flexible class of models, called single-index models. If you want an algorithm as interpretable as logistic regression, but more powerful then check out my AAAI 2017 and NIPS 2015 papers. In a second thread of work we designed and implemented algorithms for large scale bandit problems when the rewards of the different arms can be arranged as a positive-semidefinite matrix. The final result was a cool bandit algorithm that combined techniques from Nystrom methods and multi-armed bandits. If you ever were looking for an alternative to Nystrom algorithm, then our algorithms can be a good choice (look at my AISTATS 2017 paper). Prior to my stint at UW-Madison, I got my PhD from Georgia Tech, under the supervision of Alex Gray. I worked on new active learning algorithms and established bridges between the disparate fields of active learning and multi-armed bandits. As you must have guessed by now, I have worked on a variety of problems in machine learning. I do not like to pigeonhole myself into any one class of methods. Visit me@ http://gmravi.weebly.com/ Google

• What industry does Ravi Ganti currently work in?

  Ravi Ganti currently works in the
  Google

• What is Ravi Ganti's area of expertise?

  Ravi Ganti specializes in
  Currently at Google research. Previously: I was at X (f.k.a. Google X), working on building deep learning algorithms for robotics problems at the Every day robots project. At X, I also spent a few months working on deep learning approaches to analyze neurological time-series data. I was previously a Staff Data Scientist working in the SmartPricing team at Walmart Labs where, I worked on formulating pricing problems as machine learning problems and then designing, deploying, monitoring (basically the entire life cycle) of machine learning algorithms for dynamic pricing on walmart.com. Long back in the past, I was a Postdoctoral Research Associate in the Optimization group at the Wisconsin Institutes for Discovery, UW-Madison. My mentors there were Rebecca Willett and Rob Nowak. I worked on designing algorithms to learn a flexible class of models, called single-index models. If you want an algorithm as interpretable as logistic regression, but more powerful then check out my AAAI 2017 and NIPS 2015 papers. In a second thread of work we designed and implemented algorithms for large scale bandit problems when the rewards of the different arms can be arranged as a positive-semidefinite matrix. The final result was a cool bandit algorithm that combined techniques from Nystrom methods and multi-armed bandits. If you ever were looking for an alternative to Nystrom algorithm, then our algorithms can be a good choice (look at my AISTATS 2017 paper). Prior to my stint at UW-Madison, I got my PhD from Georgia Tech, under the supervision of Alex Gray. I worked on new active learning algorithms and established bridges between the disparate fields of active learning and multi-armed bandits. As you must have guessed by now, I have worked on a variety of problems in machine learning. I do not like to pigeonhole myself into any one class of methods. Visit me@ http://gmravi.weebly.com/

• Which languages does Ravi Ganti speak? 

  Ravi Ganti speaks the following languages:
  No languages available.

• Which industries has Ravi Ganti previously worked in?   

  Ravi Ganti has prior experience in the following industries:
  X The Moonshot Factory , Walmart Ecommerce , Wisconsin Institute For Discovery University Of Wisconsin Madison , Microsoft , Eharmony , Yahoo

• What is Ravi Ganti’s work experience?  

  Ravi Ganti has the following professional experience:
  Google , X The Moonshot Factory , Walmart Ecommerce , Wisconsin Institute For Discovery University Of Wisconsin Madison , Microsoft , Eharmony , Yahoo .

• How can I find Ravi Ganti on LinkedIn?  

  You can view Ravi Ganti’s
  LinkedIn profile at LinkedIn URL.

• What are Ravi Ganti’s work email addresses?  

  Ravi Ganti’s work email addresses are
  [email protected] .

• What company does Ravi Ganti work for?  

  Ravi Ganti works at
  Google