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Page 1: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

MACHINE LEARNING AND PATTERN RECOGNITION:

Lecture 3.1: Basis Functions, Kernel Methods

Yann LeCun,Courant Institute, NYU

Page 2: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 3: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 4: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 5: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 6: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 7: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 8: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 9: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 10: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 11: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 12: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 13: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 14: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 15: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 16: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 17: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 18: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

Page 19: MACHINE LEARNING AND PATTERN RECOGNITION ...yann/2010f-G22-2565-001/diglib/...General Gradient-Based Supervised Learning Machine Neural Nets, and many other models: decision rule:

Yann LeCun

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