Personal Information
Organization / Workplace
Bangalore India
Occupation
Researcher at Microsoft Research
Industry
Technology / Software / Internet
Website
www.amitsharma.in
About
A computer scientist passionate about building predictive systems and evaluating their impact.
I enjoy dealing with large, messy data.
Tags
causal inference
recommender systems
machine learning
prediction
graphical model
data science
natural experiments
causality
social recommendation
metrics
a/b experiment
social networks
data mining
instrumental variables
social media
social influence
preferences
sharing
information diffusion
causal graphs
refutation test
dowhy
evaluation metrics
counterfactual reasoning
differential privacy
privacy
computational social science
societal impact
tuberculosis
mental health
social good
artificial intelligence
natural experiment
instrumental variable
knowledge discovery
hierarchical model
fairness
measurement
search engine
e-commerce
amazon
viral
cumulative advantage
multi-armed bandits
ad targeting
graphical models
online advertising
statistics
conditional independence
pairwise learning
linkedin
community recommendation
See more
Presentations
(22)Personal Information
Organization / Workplace
Bangalore India
Occupation
Researcher at Microsoft Research
Industry
Technology / Software / Internet
Website
www.amitsharma.in
About
A computer scientist passionate about building predictive systems and evaluating their impact.
I enjoy dealing with large, messy data.
Tags
causal inference
recommender systems
machine learning
prediction
graphical model
data science
natural experiments
causality
social recommendation
metrics
a/b experiment
social networks
data mining
instrumental variables
social media
social influence
preferences
sharing
information diffusion
causal graphs
refutation test
dowhy
evaluation metrics
counterfactual reasoning
differential privacy
privacy
computational social science
societal impact
tuberculosis
mental health
social good
artificial intelligence
natural experiment
instrumental variable
knowledge discovery
hierarchical model
fairness
measurement
search engine
e-commerce
amazon
viral
cumulative advantage
multi-armed bandits
ad targeting
graphical models
online advertising
statistics
conditional independence
pairwise learning
linkedin
community recommendation
See more