Archives for AI biases
Creators, obviously.
The post Who Bears the Burden of AI Mishaps? appeared first on Analytics India Magazine.
AI-based companies usually turn to the black box and avoid critical analysis of the results obtained from their models.
The post How Can Bug Bounty Programs Combat AI Biases? appeared first on Analytics India Magazine.
“It just doesn’t seem to make sense. Unintentionally, the voice of women has been missing from the decision-making process,” said Pooja Goyal, co-founder and COO at Avishkaar. Goyal has been active in advising and supporting multiple women-founded startups in the country, setting up innovation labs in over 1,200 schools helping over 200,000 children. At The…
The post Fighting Gender Bias In AI Field appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
The learning algorithms mostly use some mechanisms or assumptions by either putting some restrictions on the space of hypotheses or can be said as the underlying model space. This mechanism is known as the Inductive Bias or Learning Bias. This mechanism encourages the learning algorithms to prioritise solutions with specific properties. In simple words, learning…
The post Top 5 Inductive Biases In Deep Learning Models appeared first on Analytics India Magazine.
The last few years have seen a dramatic increase when it comes to online job hiring platforms. For instance, popular hiring platforms like LinkedIn, TaskRabbit, among others, have been playing a significant role in employing millions of job seekers. These platforms are well known for one more reason, which is the use of automated tools…
The post Understanding Algorithmic Biases & Its Impact On Online Hiring appeared first on Analytics India Magazine.