3 episódios

Interviews with some of the brightest minds in India, doing really cool things with data.

ML India Podcast mlindiapodcast

    • Ciência

Interviews with some of the brightest minds in India, doing really cool things with data.

    Charting Paths: Reinforcement Learning and Grad School | Prof. Balaraman Ravindran

    Charting Paths: Reinforcement Learning and Grad School | Prof. Balaraman Ravindran

    We spoke with Prof. Balaraman Ravindran from IIT Madras. He is a worldwide authority on Reinforcement learning. Our conversations span from Reinforcement learning to Graphs to Grad school in India.

    • 1h 24 min
    Getting into ML Research at IIT Bombay

    Getting into ML Research at IIT Bombay

    Welcome to the ML India Podcast, where we speak with people in India that are doing really cool things with data. Our guest today is Dr Preethi Jyothi, who leads the Computational Speech and Language Technologies lab at IIT Bombay. Prior to joining IIT Bombay, she was a post-doc at the Beckman Institute at UIUC and is an authority on accents and speech processing systems. We had a great conversation spanning her experience at IIT Bombay, and how she manages the intricacies of ML Research Methodology.

    • 1h 4 min
    The Most Important Question To Ask in NLP Today? | Dr. Monojit Choudhury from MSR India

    The Most Important Question To Ask in NLP Today? | Dr. Monojit Choudhury from MSR India

    In this episode of the ML India Podcast, we talk to Dr Monojit Choudhry a Principal Researcher from Microsoft Research India about Low Resource NLP, his experiences at ACL2020 and what Microsoft Research looks for while hiring. Since the recording of this episode, his paper at ACL has gained a lot of attention and was even highlighted in Sebastian Ruder's newsletter. https://ruder.io/nlp-beyond-english/. You can read the original paper at https://arxiv.org/abs/2004.09095 



    0:00 Intro

    1:06 Monojit Introduction and his current work 

    5:20 Impressions on Virtual ACL 2020 

    12:20 Challenges in Low Resource NLP 

    24:10 Open Problems in Zero Shot Multilingual Transfer Learning 

    34:10 The environment of Social Computing Research in India 

    37:26 Linguistic Bias and how bias is different in India 

    43:09 The Research Environment at MSR India 

    47:49 What MSR Looks for when hiring researchers 

    52:35 A Golden Question for Junior Researchers looking to get into NLP 

    55:56 Panini Linguistics Olympiad

    • 1h 4 min

Top podcasts em Ciência

Ciência Sem Fim
Estúdios Flow
Ciência Suja
Ciência Suja
Naruhodo
B9, Naruhodo, Ken Fujioka, Altay de Souza
Zoo Lógico
Agência de Podcast
Os três elementos
Os três elementos / TocaCast
Horizonte de Eventos
Sérgio Sacani Sancevero